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movielens_dpo_dataset_2

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You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.), Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.), Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.), Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.), Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.), Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 9 Candidates for recommendation: Movie 3605:King Creole (Genres: Drama, Action, Music, Romance; Language: en; Overview: Danny Fisher, aspiring performer, faces crime boss's persistent pressure.),, Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.),, Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 3852:The Tao of Steve (Genres: Comedy, Romance; Language: en; Overview: Underachieving teacher Dex reevaluates seduction after meeting a woman.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 2311:2010 (Genres: Thriller, Science Fiction; Language: en; Overview: Americans and Russians unite to investigate Jupiter's black monolith.),, Movie 1439:Meet Wally Sparks (Genres: Comedy; Language: en; Overview: Wally Sparks investigates governor's mansion for scandal to boost ratings.),, Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank9: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3605 - Reason: This film blends drama, action, and romance, appealing to the user's appreciation for character-driven stories with emotional depth, similar to "The Remains of the Day." Rank 2: Movie 3852 - Reason: The romantic and comedic elements resonate with the user's enjoyment of character relationships and humor, akin to "Living in Oblivion." Rank 3: Movie 1921 - Reason: The psychological intensity and mystery of this film align with the user's preference for thought-provoking narratives, reminiscent of "The Usual Suspects." Rank 4: Movie 32 - Reason: This movie's complex narrative involving time travel and a thriller aspect matches the user's interest in intricate plots, similar to "The Usual Suspects." Rank 5: Movie 1715 - Reason: The dark comedy and thriller elements may appeal to the user's taste for unconventional storytelling, akin to "Bob Roberts." Rank 6: Movie 509 - Reason: The romantic and dramatic themes reflect the user's interest in deep emotional narratives, similar to "High Art." Rank 7: Movie 714 - Reason: The film's blend of drama and a spiritual journey may resonate with the user's appreciation for character exploration, akin to "The Remains of the Day." Rank 8: Movie 2311 - Reason: While it includes thriller and science fiction elements, the focus on space exploration may not align closely with the user's historical and character-driven preferences. Rank 9: Movie 1439 - Reason: This film's comedic focus on scandal may not resonate as strongly with the user's interest in more serious and dramatic narratives, as seen in their history.

Rank 1: Movie 1715 - Reason: This film's blend of dark humor and horror elements may appeal to the user's appreciation for unique storytelling, as seen in their history with films like "Bob Roberts" and "Welcome to the Dollhouse." Rank 2: Movie 3852 - Reason: The romantic comedy aspect, combined with themes of self-discovery, aligns with the user's interest in character-driven narratives, similar to "High Art" and "The Remains of the Day." Rank 3: Movie 3605 - Reason: The combination of drama and romance with an aspiring performer facing challenges resonates with the user's taste for character-focused stories, akin to "The Usual Suspects" and "The Piano." Rank 4: Movie 509 - Reason: This film's exploration of love and conflict through a unique lens aligns with the user's interest in deep emotional narratives, similar to "The Remains of the Day." Rank 5: Movie 2311 - Reason: The science fiction and thriller elements in this film may intrigue the user, as they enjoy complex, thought-provoking narratives like "Twelve Monkeys." Rank 6: Movie 1439 - Reason: The comedic investigation into scandal might appeal to the user's taste for satire and humor, reminiscent of "Bob Roberts" and "Citizen Ruth." Rank 7: Movie 32 - Reason: The time travel and mystery aspects align with the user's preference for intricate, thought-provoking stories, similar to "The Usual Suspects." Rank 8: Movie 714 - Reason: The film's fantasy elements and Western setting may not resonate as strongly with the user, given their preference for more contemporary dramas and comedies. Rank 9: Movie 1921 - Reason: The abstract and psychological themes might be less appealing to the user, who seems to favor more character-driven and narrative-focused films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.), Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.), Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.), Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.), Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.), Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.), Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 470:House Party 3 (Genres: Comedy; Language: en; Overview: Kid marries Veda; Play manages a female rap group.),, Movie 3865:The Original Kings of Comedy (Genres: Comedy; Language: en; Overview: Captures live comedy magic of four iconic stand-up comedians.), Movie 2461:Leatherface: Texas Chainsaw Massacre III (Genres: Horror, Thriller; Language: en; Overview: Couple faces gas station threat, encounters cannibalistic clan seeking victims.),, Movie 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.),, Movie 2272:One True Thing (Genres: Drama, Romance; Language: en; Overview: Career woman reevaluates parents' lives while caring for sick mother.),, Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.),, Movie 2765:The Acid House (Genres: Comedy, Drama; Language: en; Overview: Surreal triptych explores dark humor and human psyche through adaptation.),, Movie 2142:An American Tail: Fievel Goes West (Genres: Adventure, Animation, Family; Language: en; Overview: Mice seek peace in the west, misled by a con artist.),, Movie 792:A Hungarian Fairy Tale (Genres: ; Language: en; Overview: Orphan Andris searches for nonexistent father; clerk rebels against bureaucracy.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 470 - Reason: This comedy offers a light-hearted and entertaining narrative, which aligns with the user's enjoyment of humorous films like "The Nightmare Before Christmas." Rank 2: Movie 2765 - Reason: The dark humor and surreal storytelling resonate with the user's appreciation for unique narratives, as seen in "Fast, Cheap & Out of Control." Rank 3: Movie 792 - Reason: The exploration of identity and personal journeys connects with the user's interest in character-driven stories like "Boys Don't Cry." Rank 4: Movie 1175 - Reason: This film's blend of comedy and absurdity matches the user's taste for unconventional storytelling, similar to "Crumb." Rank 5: Movie 2272 - Reason: The emotional depth and family dynamics reflect the user's interest in heartfelt dramas like "Gods and Monsters." Rank 6: Movie 1 - Reason: As a classic animated film, it combines humor and adventure, appealing to the user's love for family-friendly stories like "The Nightmare Before Christmas." Rank 7: Movie 2142 - Reason: This animated adventure provides a charming story of perseverance, aligning with the user's enjoyment of family-oriented films. Rank 8: Movie 3865 - Reason: The live comedy format captures the essence of humor, but may not resonate as strongly with the user's preference for narrative-driven films. Rank 9: Movie 1715 - Reason: The horror elements and darker themes may not align with the user's typical interests in drama and romance. Rank 10: Movie 2461 - Reason: The intense horror and thriller aspects are likely outside the user's preferred genres, which lean more towards drama and comedy.

Rank 1: Movie 792 - Reason: This film's exploration of bureaucracy and personal quests resonates with the user's appreciation for character-driven stories, as seen in their history with films like "Gods and Monsters." Rank 2: Movie 1175 - Reason: The surreal black comedy and dark humor align with the user's taste for unique storytelling, similar to their enjoyment of "Fast, Cheap & Out of Control." Rank 3: Movie 2272 - Reason: The emotional depth and family dynamics in this drama connect with the user's interest in character relationships, reflecting themes found in "Boys Don't Cry." Rank 4: Movie 2461 - Reason: The horror and thriller elements, combined with a couple's struggle for survival, may appeal to the user's taste for intense narratives, akin to "Fight Club." Rank 5: Movie 2142 - Reason: This animated adventure features themes of family and perseverance, which align with the user's enjoyment of family-oriented films like "The Nightmare Before Christmas." Rank 6: Movie 3865 - Reason: The focus on live comedy and iconic stand-up resonates with the user's appreciation for humor in films, similar to their enjoyment of "Cold Comfort Farm." Rank 7: Movie 1715 - Reason: The blend of comedy and horror in this unique narrative may intrigue the user, reflecting their interest in unconventional storytelling as seen in "Wild Reeds." Rank 8: Movie 470 - Reason: While this comedy offers light-hearted fun, it may not resonate as deeply with the user's preference for more complex narratives found in films like "Crumb." Rank 9: Movie 2765 - Reason: The surreal and dark humor may not align with the user's typical preferences for more grounded and character-focused stories, as seen in their history. Rank 10: Movie 1 - Reason: Although beloved, this family-friendly animation may feel too simplistic compared to the user's interest in deeper, more thought-provoking narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.), Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.), Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.), Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.), Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.) There are 9 Candidates for recommendation: Movie 1752:Hard Rain (Genres: Thriller; Language: en; Overview: Armored car driver evades thieves amid devastating flood chaos.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.),, Movie 3875:The Devil Rides Out (Genres: Horror; Language: en; Overview: Good battles evil as Richelieu confronts Satanist Mocata for salvation.), Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 31:Dangerous Minds (Genres: Drama, Crime; Language: en; Overview: Former Marine teacher transforms underachieving teens with tough love.),, Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank9: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 509 - Reason: The emotional depth and exploration of love in a unique setting resonate with the user's appreciation for character-driven dramas like "Beautiful Thing." Rank 2: Movie 1635 - Reason: The complex family dynamics and emotional turmoil align with the user's interest in dramatic narratives, similar to "Citizen Ruth." Rank 3: Movie 1535 - Reason: The themes of friendship and personal discovery in a secluded setting reflect the user's taste for intimate, character-focused storytelling, as seen in "Paris is Burning." Rank 4: Movie 1715 - Reason: The blend of dark humor and thriller elements matches the user's enjoyment of quirky narratives found in "The Big Lebowski." Rank 5: Movie 1921 - Reason: The psychological thriller aspect and mathematical themes appeal to the user's preference for intellectually stimulating films like "Pi." Rank 6: Movie 1752 - Reason: The tension and action in a chaotic environment resonate with the user's interest in thrillers, similar to "Pulp Fiction." Rank 7: Movie 3875 - Reason: The horror elements and battle between good and evil may not align with the user's preferences for more character-driven or comedic narratives. Rank 8: Movie 1639 - Reason: While it contains romance and drama, the focus on a complex love triangle might not fully resonate with the user's typical interests in more straightforward comedic narratives. Rank 9: Movie 31 - Reason: The serious themes of education and tough love may not appeal as much to the user's preference for lighter, more comedic films like "The Opposite of Sex."

Rank 1: Movie 1535 - Reason: This film explores deep friendships and emotional connections, resonating with the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 1635 - Reason: The chaotic family dynamics and emotional turmoil reflect the user's interest in dramatic storytelling, similar to the themes in "Citizen Ruth" and "Living in Oblivion." Rank 3: Movie 3875 - Reason: The battle between good and evil in a supernatural context aligns with the user's taste for thrilling narratives, reminiscent of the tension found in "Pulp Fiction." Rank 4: Movie 1921 - Reason: The psychological depth and exploration of reality through mathematics appeal to the user's preference for complex, thought-provoking stories as seen in "Kundun" and "Pi." Rank 5: Movie 1715 - Reason: The dark humor and absurdity in this film connect with the user's enjoyment of quirky comedies like "The Big Lebowski" and "Citizen Ruth." Rank 6: Movie 1752 - Reason: The thrilling escape amidst chaos aligns with the user's interest in intense situations, similar to the tension found in "Jackie Brown." Rank 7: Movie 31 - Reason: The transformative journey of the teacher and her students resonates with the user's appreciation for character development seen in "Beautiful Thing." Rank 8: Movie 509 - Reason: The film's romantic conflicts may not resonate as strongly with the user, given their preference for more comedic and dramatic narratives rather than pure romance. Rank 9: Movie 1639 - Reason: The complexities of love and friendship in this film may not align perfectly with the user's interest in more comedic and dramatic explorations, making it less appealing.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.), Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.), Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 3601:The Castaway Cowboy (Genres: Adventure, Family, Comedy, Western; Language: en; Overview: Cowboy saves family's business and romances single mom in Hawaii.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 784:The Cable Guy (Genres: Comedy, Drama, Thriller; Language: en; Overview: Cable guy becomes obsessive stalker after befriending recently single Steven.),, Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 1058:Bitter Sugar (Genres: Drama, Romance; Language: es; Overview: Patriot loves dissident's daughter amid rebellion in Castro's Cuba.),, Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 255:The Jerky Boys (Genres: Comedy, Crime; Language: en; Overview: Two pranksters impersonate a mob boss, attracting dangerous attention.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1535 - Reason: This film explores deep friendships and emotional connections, resonating with the user's appreciation for character-driven narratives as seen in their history. Rank 2: Movie 908 - Reason: The mystery and thriller elements align with the user's interest in suspenseful storytelling, similar to "The Silence of the Lambs." Rank 3: Movie 1058 - Reason: The romantic and dramatic themes set against a backdrop of political turmoil connect with the user's appreciation for complex relationships, as seen in "High Art." Rank 4: Movie 255 - Reason: The comedic and crime elements provide a light-hearted yet chaotic narrative, appealing to the user's enjoyment of humor in "Bowfinger." Rank 5: Movie 3601 - Reason: This family-friendly adventure combines romance and humor, offering a feel-good story that contrasts with the user's darker preferences. Rank 6: Movie 1715 - Reason: The horror and thriller aspects may appeal to the user's interest in psychological tension, though it diverges into darker themes compared to their usual choices. Rank 7: Movie 1921 - Reason: The mathematical and psychological themes resonate with the user's taste for intelligent narratives, similar to their interest in "Kundun." Rank 8: Movie 32 - Reason: The science fiction and time travel elements align with the user's preference for complex, thought-provoking stories, akin to "Orlando." Rank 9: Movie 784 - Reason: The comedic yet dark themes may not fully align with the user's preference for more serious narratives, as seen in their history. Rank 10: Movie 1250 - Reason: The historical war setting may not resonate with the user's focus on contemporary themes and personal stories in their preferred films.

Rank 1: Movie 255 - Reason: This comedy features clever pranks and crime elements, appealing to the user's taste for humor and unconventional narratives as seen in "Bowfinger" and "Welcome to the Dollhouse." Rank 2: Movie 1250 - Reason: This historical war drama offers complex character dynamics and moral dilemmas, resonating with the user's appreciation for deep storytelling found in films like "Kundun" and "Boys Don't Cry." Rank 3: Movie 1535 - Reason: The exploration of friendship and personal struggles in a secluded setting aligns with the user's interest in character-driven dramas like "High Art" and "Living in Oblivion." Rank 4: Movie 1715 - Reason: The blend of comedy and horror in a unique premise may intrigue the user, similar to the dark humor found in "Welcome to the Dollhouse" and "Bowfinger." Rank 5: Movie 1058 - Reason: The romantic and dramatic elements set against a backdrop of political turmoil resonate with the user's interest in complex relationships as seen in "Orlando" and "High Art." Rank 6: Movie 32 - Reason: This film's science fiction and mystery themes align with the user's preference for thought-provoking narratives, similar to "The Silence of the Lambs." Rank 7: Movie 784 - Reason: The mix of comedy and psychological thriller aspects may appeal to the user, reflecting the dark humor and character complexities found in "Living in Oblivion." Rank 8: Movie 3601 - Reason: This family-friendly adventure may not resonate as strongly with the user, who prefers more serious themes and narratives found in their watched films. Rank 9: Movie 1921 - Reason: The mathematical and psychological themes might be too abstract for the user, who tends to favor more character-driven stories like "Crumb" and "Paris is Burning." Rank 10: Movie 908 - Reason: Although a classic thriller, its conventional plot may not align with the user's preference for more innovative and character-focused narratives seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.), Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.), Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 10 Candidates for recommendation: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 1722:Tomorrow Never Dies (Genres: Adventure, Action, Thriller; Language: en; Overview: Media mogul incites conflict; 007 battles to prevent global chaos.),, Movie 3665:Curse of the Puppet Master (Genres: Horror; Language: pt; Overview: Robert falls for Jane while Dr. Magrew creates puppet humans.),, Movie 3816:The Official Story (Genres: Drama, History; Language: es; Overview: Teacher searches for her adopted daughter's biological mother post-war.), Movie 1381:Grease 2 (Genres: Comedy, Drama, Family, Music, Romance; Language: en; Overview: New kid Michael navigates cliques, romance, and motorcycle challenges.),, Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.),, Movie 1049:The Ghost and the Darkness (Genres: Adventure; Language: en; Overview: Beaumont hires Patterson; lions disrupt railroad project in Africa.),, Movie 352:Crooklyn (Genres: Comedy, Drama; Language: en; Overview: Spike Lee's vibrant film depicts a '70s Brooklyn family's life.),, Movie 1011:Herbie Rides Again (Genres: Romance, Comedy, Family, Fantasy; Language: en; Overview: Living Volkswagen Beetle aids elderly woman against corrupt developer's plans.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 352 - Reason: This film captures the essence of family dynamics and personal struggles, resonating with the user's appreciation for character-driven narratives like "Welcome to the Dollhouse." Rank 2: Movie 1175 - Reason: The surreal and darkly comedic elements align with the user's taste for unique storytelling, similar to the unconventional humor found in "Bob Roberts." Rank 3: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in "The Matrix." Rank 4: Movie 1049 - Reason: The adventure and historical context may appeal to the user's interest in dramatic narratives, akin to the tension found in "Four Days in September." Rank 5: Movie 3665 - Reason: The horror elements and psychological themes may not resonate with the user's preferences, which lean towards more comedic and dramatic films. Rank 6: Movie 3816 - Reason: The exploration of personal identity and history aligns with the user's interest in character-focused dramas, similar to "All About My Mother." Rank 7: Movie 1381 - Reason: This musical comedy offers a light-hearted take on high school life, which may appeal to the user's enjoyment of teenage dramas like "The Opposite of Sex." Rank 8: Movie 1722 - Reason: The action and adventure elements may not align as closely with the user's preference for character-driven stories, as seen in their history. Rank 9: Movie 1535 - Reason: The film's focus on friendship and summer gatherings may not engage the user as much, given their inclination towards more dramatic narratives. Rank 10: Movie 1011 - Reason: The family-friendly and fantasy aspects might not resonate with the user's preference for more serious and thought-provoking themes.

Rank 1: Movie 352 - Reason: This film's exploration of family dynamics and vibrant storytelling resonates with the user's appreciation for character-driven narratives, similar to "Welcome to the Dollhouse." Rank 2: Movie 3665 - Reason: The horror elements and unique premise may appeal to the user's interest in unconventional storytelling, contrasting with their usual genres but offering a fresh perspective. Rank 3: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 4: Movie 1049 - Reason: The adventure and historical context may attract the user, reflecting their interest in dramatic narratives with real-world implications, akin to "Four Days in September." Rank 5: Movie 1381 - Reason: The high school setting and romantic themes resonate with the user's enjoyment of coming-of-age stories, similar to "The Opposite of Sex." Rank 6: Movie 3816 - Reason: The historical drama and personal quest align with the user's interest in emotional and thought-provoking narratives, reminiscent of "All About My Mother." Rank 7: Movie 1722 - Reason: The action and adventure elements may appeal to the user, echoing their enjoyment of thrilling plots as seen in "The Matrix." Rank 8: Movie 1011 - Reason: The whimsical and family-friendly nature of this film might not align closely with the user's preference for more serious or dramatic themes. Rank 9: Movie 1535 - Reason: This film's focus on a summer gathering may not resonate as much with the user's preference for more intense and dramatic storytelling. Rank 10: Movie 1175 - Reason: The surreal and dark comedy elements may not appeal to the user, who tends to favor more straightforward narratives as seen in their history.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.), Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.), Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.), Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.), Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.), Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 3847:Ilsa: She Wolf of the SS (Genres: Thriller, Horror, War; Language: en; Overview: Ilsa conducts experiments on prisoners to prove women's resilience.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.),, Movie 1297:Real Genius (Genres: Comedy, Romance; Language: en; Overview: Chris and Mitch balance genius with fun amid college pressures.),, Movie 1591:Spawn (Genres: Action, Adventure, Fantasy, Horror, Science Fiction, Thriller; Language: en; Overview: Murdered agent resurrected; leads Hell's Army to destroy humanity.),, Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 939:The Reluctant Debutante (Genres: Comedy, Romance; Language: it; Overview: Jane visits London; Sheila plans her debutante, causing conflicts.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.),, Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 2285:If.... (Genres: Drama; Language: en; Overview: Boys' school rebellion challenges oppressive social hierarchy and authority.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 939 - Reason: This movie combines comedy and romance, similar to the light-hearted narratives found in the user's history, particularly in films like "Cold Comfort Farm." Rank 2: Movie 1715 - Reason: The blend of comedy and horror in this film aligns with the user's appreciation for unique storytelling, as seen in "The Big Lebowski." Rank 3: Movie 3682 - Reason: The action and thriller elements resonate with the user's interest in intense narratives, akin to "Bullets Over Broadway." Rank 4: Movie 1591 - Reason: This film's mix of action, adventure, and fantasy parallels the user's enjoyment of imaginative stories like "Edward Scissorhands." Rank 5: Movie 2285 - Reason: The theme of rebellion in a boys' school connects with the user's interest in character-driven dramas, similar to "Boys Don't Cry." Rank 6: Movie 1297 - Reason: The college setting and comedic elements reflect the user's taste for youthful, fun narratives, reminiscent of "Waiting for Guffman." Rank 7: Movie 908 - Reason: The mystery and thriller aspects align with the user's preference for complex plots, as seen in "Paris is Burning." Rank 8: Movie 714 - Reason: This film's blend of drama and fantasy offers a unique narrative style that may appeal to the user's appreciation for artistic storytelling, similar to "Orlando." Rank 9: Movie 1535 - Reason: The drama-centric narrative may not resonate as strongly with the user, who tends to prefer more comedic or fantastical elements in their viewing history. Rank 10: Movie 3847 - Reason: The horror and war themes in this film are likely to be less appealing to the user, given their preference for lighter, more comedic genres.

Rank 1: Movie 939 - Reason: This film's blend of comedy and romance in a social setting aligns with the user's appreciation for character-driven narratives, as seen in "Cold Comfort Farm" and "Orlando." Rank 2: Movie 2285 - Reason: The themes of rebellion and challenging authority resonate with the user's interest in thought-provoking dramas like "Boys Don't Cry" and "Wild Reeds." Rank 3: Movie 714 - Reason: The unique mix of drama and fantasy in a Western setting appeals to the user's taste for unconventional storytelling, similar to "Edward Scissorhands." Rank 4: Movie 1715 - Reason: The dark humor and thriller elements reflect the user's enjoyment of quirky comedies like "The Big Lebowski" and "Waiting for Guffman." Rank 5: Movie 908 - Reason: This classic thriller's intricate plot and suspenseful twists align with the user's appreciation for mystery and tension, as seen in "Paris is Burning." Rank 6: Movie 3847 - Reason: The horror and thriller aspects may not resonate with the user, given their preference for more lighthearted or romantic narratives. Rank 7: Movie 1591 - Reason: The action and fantasy elements might not align with the user's taste, which leans more towards character-driven dramas and comedies. Rank 8: Movie 1535 - Reason: The focus on friendship and personal connections aligns with the user's interest in character-centric stories, similar to "Waiting for Guffman." Rank 9: Movie 1297 - Reason: While it's a comedy, the college setting and themes may not resonate as strongly with the user, who seems to prefer more mature or historical narratives. Rank 10: Movie 3682 - Reason: The intense action and crime themes may not appeal to the user, who shows a preference for lighter, more comedic films and romantic stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.), Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.), Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.), Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.), Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) There are 10 Candidates for recommendation: Movie 3924:Pajama Party (Genres: Comedy, Romance; Language: en; Overview: Martian teen preparing for invasion falls in love with Earth girl.), Movie 406:Federal Hill (Genres: ; Language: en; Overview: Five friends in Federal Hill face crime until love transforms them.),, Movie 379:Timecop (Genres: Thriller, Science Fiction, Action, Crime; Language: en; Overview: Time travel officer battles shady politician linked to his past.),, Movie 1005:D3: The Mighty Ducks (Genres: Action, Comedy, Drama, Family; Language: en; Overview: Ducks face pressure to retain scholarships amid coaching challenges.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.),, Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 1520:Commandments (Genres: Comedy, Drama, Romance; Language: en; Overview: Seth, grieving and angry, breaks the Ten Commandments after tragedy.),, Movie 3826:Hollow Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Researcher becomes invisible, struggles to return, descends into madness.),, Movie 3142:U2: Rattle and Hum (Genres: Documentary, Music; Language: en; Overview: U2's concert film showcasing their Joshua Tree tour highlights.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1921 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 3142 - Reason: The documentary format and focus on music resonate with the user's appreciation for vibrant culture and artistic expression, as seen in "Paris is Burning." Rank 3: Movie 406 - Reason: The themes of friendship and transformation in a crime setting connect with the user's interest in character-driven narratives like "The Usual Suspects." Rank 4: Movie 1005 - Reason: This family-friendly sports comedy shares a lighthearted tone and themes of teamwork, appealing to the user's enjoyment of comedies like "Romy and Michele's High School Reunion." Rank 5: Movie 379 - Reason: The blend of time travel and crime elements aligns with the user's interest in thrillers and complex narratives, as seen in "Fight Club." Rank 6: Movie 3924 - Reason: This romantic comedy offers a whimsical take on teenage love, which may not strongly align with the user's more serious film preferences. Rank 7: Movie 1535 - Reason: The intimate drama and exploration of friendship resonate with the user's interest in character-driven stories, similar to "Kundun." Rank 8: Movie 1520 - Reason: This film's comedic and romantic elements may appeal to the user, but it lacks the depth found in their more favored dramas. Rank 9: Movie 1715 - Reason: The horror-comedy blend may not align with the user's preferences for more serious and dramatic narratives. Rank 10: Movie 3826 - Reason: The horror and action elements may not resonate with the user's appreciation for character-driven stories and emotional depth.

Rank 1: Movie 406 - Reason: This film explores themes of friendship and transformation amidst crime, resonating with the user's appreciation for character-driven stories like "The Usual Suspects" and "Boys Don't Cry." Rank 2: Movie 1715 - Reason: The combination of dark comedy and thriller elements aligns with the user's taste for unique narratives, similar to "Pulp Fiction" and "Fight Club." Rank 3: Movie 1520 - Reason: This movie's blend of comedy and drama with romantic undertones appeals to the user's enjoyment of character relationships, as seen in "Romy and Michele's High School Reunion." Rank 4: Movie 3142 - Reason: The documentary style and music focus connect with the user's interest in cultural narratives, akin to "Paris is Burning." Rank 5: Movie 379 - Reason: The thriller and science fiction aspects, alongside crime elements, resonate with the user's preference for complex, action-packed stories like "Fight Club." Rank 6: Movie 1535 - Reason: This drama about friendship and summer gatherings aligns with the user's appreciation for character exploration, similar to "Cold Comfort Farm." Rank 7: Movie 1005 - Reason: The family-friendly sports theme and comedic elements may appeal to the user's lighter side, reminiscent of "The Nightmare Before Christmas." Rank 8: Movie 3826 - Reason: The action and psychological thriller aspects may not align well with the user's preference for more character-driven narratives, as seen in their history. Rank 9: Movie 1921 - Reason: The film's focus on mathematical concepts and psychological tension might be too niche and less relatable compared to the user's favored genres. Rank 10: Movie 3924 - Reason: The lighthearted romantic comedy premise may not resonate with the user's interest in more serious and dramatic narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.), Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.), Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.), Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.), Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) There are 10 Candidates for recommendation: Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.),, Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 2456:The Fly II (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Martin Brundle, a mutant, is raised by Bartok Inc. employees.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 1130:The Howling (Genres: Drama, Horror; Language: en; Overview: Newswoman encounters a killer, goes to suspicious rehabilitation center.),, Movie 991:Michael Collins (Genres: Drama, Thriller; Language: en; Overview: Michael Collins helped establish Irish Free State, facing subsequent vilification.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.),, Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1635 - Reason: This film delves into family dynamics and chaos, reflecting the user's appreciation for character-driven dramas as seen in their history. Rank 2: Movie 509 - Reason: The romantic and dramatic elements resonate with the user's interest in complex relationships, similar to their preference for films like "High Art." Rank 3: Movie 32 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 4: Movie 908 - Reason: The thrilling narrative and mistaken identity plot connect with the user's enjoyment of suspenseful storytelling, as demonstrated in movies like "Kundun." Rank 5: Movie 714 - Reason: The blend of drama and fantasy in a Western setting appeals to the user's taste for unique storytelling, similar to "The City of Lost Children." Rank 6: Movie 1250 - Reason: This historical drama about resilience and leadership aligns with the user's interest in profound narratives, as seen in films like "Michael Collins." Rank 7: Movie 1921 - Reason: The exploration of mathematical concepts and psychological tension resonates with the user's appreciation for intellectually stimulating films. Rank 8: Movie 991 - Reason: The historical and political themes in this drama may not strongly align with the user's primary interests in romance and fantasy elements. Rank 9: Movie 2456 - Reason: The horror and science fiction aspects may not appeal to the user, who seems to prefer more character-focused and romantic narratives. Rank 10: Movie 1130 - Reason: The horror elements and dark themes are likely outside the user's preferred genres, which lean more towards drama and romance.

Rank 1: Movie 991 - Reason: This film's exploration of historical drama and political themes resonates with the user's interest in complex narratives, similar to "Kundun." Rank 2: Movie 908 - Reason: The mystery and thriller elements align with the user's preference for suspenseful storytelling, akin to "The City of Lost Children." Rank 3: Movie 1921 - Reason: The psychological intensity and mathematical themes connect with the user's appreciation for thought-provoking stories, as seen in "Crumb." Rank 4: Movie 1250 - Reason: This historical drama about resilience and conflict parallels the user's interest in character-driven narratives, similar to "The Ice Storm." Rank 5: Movie 1635 - Reason: The family dynamics and emotional chaos reflect the user's taste for deep, character-focused dramas, akin to "Wild Reeds." Rank 6: Movie 1130 - Reason: The blend of horror and drama may appeal to the user’s curiosity for darker themes, though it diverges from their usual preferences. Rank 7: Movie 509 - Reason: The romantic and dramatic elements resonate with the user’s affinity for love stories, similar to "High Art." Rank 8: Movie 32 - Reason: The science fiction and time travel aspects align with the user's interest in imaginative narratives, reminiscent of "A Bug's Life." Rank 9: Movie 714 - Reason: The western genre and spiritual themes may not align well with the user’s typical preferences for more contemporary dramas. Rank 10: Movie 2456 - Reason: The horror and science fiction elements might be less appealing to the user, who tends to favor more character-driven stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.), Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.), Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.) There are 10 Candidates for recommendation: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 2345:Desert Bloom (Genres: Drama, Family; Language: en; Overview: Rose Chismore's youth: troubled family, first love, vibrant memories.),, Movie 2771:Brokedown Palace (Genres: Drama, Thriller; Language: en; Overview: Best friends' trip turns disastrous when heroin is discovered.),, Movie 522:Romper Stomper (Genres: Action, Drama, Thriller; Language: en; Overview: Nazi skinheads confront Vietnamese; conflict leads to unexpected consequences.),, Movie 3219:Pacific Heights (Genres: Crime, Thriller; Language: en; Overview: Couple renovates dream house, becomes landlords; tenant disrupts plans.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 522 - Reason: This movie's exploration of conflict and unexpected consequences aligns with the user's interest in intense, character-driven narratives like "The Usual Suspects" and "Pulp Fiction." Rank 2: Movie 1250 - Reason: The historical drama and themes of resistance resonate with the user's appreciation for complex storytelling found in films like "Glengarry Glen Ross." Rank 3: Movie 3219 - Reason: The tension between landlords and tenants in a thriller context reflects the user's enjoyment of crime and dramatic narratives, similar to "The Big Lebowski." Rank 4: Movie 1921 - Reason: The psychological depth and mystery surrounding a mathematical genius appeal to the user's taste for thought-provoking stories, akin to "Twelve Monkeys." Rank 5: Movie 2771 - Reason: The themes of friendship and disaster in a dramatic setting connect with the user's affinity for character-driven dramas like "Welcome to the Dollhouse." Rank 6: Movie 2345 - Reason: The coming-of-age elements and family dynamics resonate with the user's interest in personal stories, similar to "Rushmore." Rank 7: Movie 509 - Reason: The romantic and dramatic narrative of a mute pianist navigating love aligns with the user's appreciation for emotional depth, as seen in "The Opposite of Sex." Rank 8: Movie 32 - Reason: The time travel and mystery elements appeal to the user's taste for science fiction and thrillers, reminiscent of "The City of Lost Children." Rank 9: Movie 1535 - Reason: While it features friendships and summer gatherings, the focus on adult themes may not align with the user's preference for more youthful narratives. Rank 10: Movie 914 - Reason: The musical and romantic aspects may not resonate as strongly with the user, who seems to prefer more dramatic and complex storylines.

Rank 1: Movie 2771 - Reason: This drama-thriller explores the consequences of friendship and poor choices, resonating with the user's interest in character-driven narratives like "Welcome to the Dollhouse." Rank 2: Movie 1535 - Reason: The themes of friendship and personal growth in a secluded setting align with the user's appreciation for character-focused stories, similar to "The Opposite of Sex." Rank 3: Movie 1921 - Reason: The psychological intensity and exploration of complex ideas in "Pi" match the user's taste for thought-provoking narratives, as seen in "The Usual Suspects." Rank 4: Movie 3219 - Reason: The tension between dreams and reality in a crime setting aligns with the user's enjoyment of thrillers like "Pulp Fiction." Rank 5: Movie 1250 - Reason: This historical drama's focus on conflict and moral dilemmas resonates with the user's interest in serious narratives, similar to "Glengarry Glen Ross." Rank 6: Movie 522 - Reason: The gritty exploration of societal issues and character conflict aligns with the user's preference for intense dramas, as seen in "The City of Lost Children." Rank 7: Movie 509 - Reason: The romantic and dramatic elements in "The Piano" appeal to the user's interest in emotional storytelling, akin to "Welcome to the Dollhouse." Rank 8: Movie 914 - Reason: The transformation theme and musical elements provide a lighter tone that may not resonate as strongly with the user's preference for darker narratives. Rank 9: Movie 2345 - Reason: While it tells a coming-of-age story, the familial focus may not align with the user's preference for more complex narratives like "Rushmore." Rank 10: Movie 32 - Reason: The time travel aspect may be intriguing, but its heavy sci-fi focus might not match the user's stronger inclination towards character-driven dramas.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.), Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.), Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.), Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 1401:Ghosts of Mississippi (Genres: History, Drama; Language: en; Overview: Drama about Medgar Evers' assassination and trial for justice.),, Movie 743:Spy Hard (Genres: Action, Comedy; Language: en; Overview: Agent WD-40 and KGB agent fight Gen. Rancor's world domination.),, Movie 1081:Victor/Victoria (Genres: Comedy, Music, Romance; Language: en; Overview: Soprano impersonates male, complicating her personal life and career.),, Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 3718:American Pimp (Genres: Documentary; Language: en; Overview: African-American pimps discuss their lives, rules, and money-focused work.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.),, Movie 2411:Rocky IV (Genres: Drama; Language: en; Overview: Rocky returns to fight Drago for revenge and redemption.),, Movie 321:Strawberry and Chocolate (Genres: Comedy, Drama; Language: es; Overview: Gay artist and straight communist develop friendship amidst Cuba's oppression.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1081 - Reason: This movie's blend of comedy and romance, along with its themes of identity and performance, resonate with the user's appreciation for character-driven narratives found in films like "Beautiful Thing" and "Welcome to the Dollhouse." Rank 2: Movie 1535 - Reason: The exploration of friendship and personal struggles in a secluded setting aligns with the user's interest in character-focused dramas, similar to "Little Voice" and "Howards End." Rank 3: Movie 743 - Reason: The comedic take on spy action aligns with the user's enjoyment of genre-blending films like "Austin Powers: International Man of Mystery," providing humor alongside adventure. Rank 4: Movie 714 - Reason: This film's unique blend of drama and fantasy, along with its introspective journey, appeals to the user's taste for thought-provoking narratives seen in "Being John Malkovich" and "Dead Man." Rank 5: Movie 32 - Reason: The complex themes of time travel and uncovering mysteries resonate with the user's preference for science fiction and thriller elements, as seen in "The City of Lost Children." Rank 6: Movie 1401 - Reason: The historical drama centered around social justice aligns with the user's interest in impactful storytelling, similar to the emotional depth found in "Howards End." Rank 7: Movie 1690 - Reason: The science fiction and horror elements, combined with action, may not align closely with the user's preferences for more character-driven narratives, as seen in their history. Rank 8: Movie 2411 - Reason: While it has strong dramatic elements, the sports-centric plot may not resonate as much with the user's previous interest in more intimate, character-focused stories. Rank 9: Movie 321 - Reason: The film's focus on a friendship amidst political oppression may appeal to the user, but its cultural context might not resonate as strongly compared to their favored narratives. Rank 10: Movie 3718 - Reason: The documentary style and focus on a specific subculture may not align with the user's preference for narrative-driven films that explore personal and emotional journeys.

Rank 1: Movie 714 - Reason: This film's blend of drama and fantasy, along with its exploration of existential themes, resonates with the user's appreciation for thought-provoking narratives as seen in "Being John Malkovich." Rank 2: Movie 1690 - Reason: The science fiction and horror elements, along with the intense action, align with the user's interest in complex and thrilling stories, similar to "Austin Powers: International Man of Mystery." Rank 3: Movie 1535 - Reason: The film's focus on friendship and personal relationships during a summer gathering mirrors the user's interest in character-driven narratives, akin to "Beautiful Thing." Rank 4: Movie 1081 - Reason: This movie's comedic and romantic elements, combined with its exploration of identity, appeal to the user's preference for lighthearted yet meaningful stories, similar to "Welcome to the Dollhouse." Rank 5: Movie 32 - Reason: The time travel and mystery aspects align with the user's taste for intricate plots and science fiction themes, reminiscent of "The City of Lost Children." Rank 6: Movie 321 - Reason: The film's exploration of friendship across different backgrounds resonates with the user's interest in diverse relationships, much like "Billy's Hollywood Screen Kiss." Rank 7: Movie 1401 - Reason: The historical drama and focus on social justice connect with the user's appreciation for films that tackle serious themes, similar to "Howards End." Rank 8: Movie 2411 - Reason: The sports drama and themes of revenge and redemption may not align closely with the user's preferred genres, which lean more towards fantasy and comedy. Rank 9: Movie 3718 - Reason: The documentary style and focus on a specific subculture might not resonate with the user's preference for narrative-driven films, as seen in their history. Rank 10: Movie 743 - Reason: The action-comedy elements may not appeal to the user's taste for more thoughtful and character-driven stories, contrasting with their usual preferences.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.), Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.), Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.), Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 1985:Halloween 4: The Return of Michael Myers (Genres: Horror, Thriller; Language: en; Overview: Michael Myers returns; his niece Jamie seeks help to survive.),, Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.),, Movie 3318:Deterrence (Genres: Action, Drama, Mystery, Thriller; Language: en; Overview: President faces international crisis trapped in Colorado diner snowstorm.), Movie 1875:Clockwatchers (Genres: Comedy, Drama; Language: en; Overview: Iris, a wallflower, waits two hours on her first day.),, Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 3106:Come See the Paradise (Genres: Drama, Romance, History; Language: en; Overview: Love story struggles amid cultural clash and wartime challenges.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.),, Movie 568:Bhaji on the Beach (Genres: Comedy, Drama; Language: en; Overview: Indian women from Birmingham travel together to Blackpool beach resort.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 568 - Reason: This film's exploration of cultural identity and female camaraderie resonates with the user's interest in character-driven narratives found in their history. Rank 2: Movie 1875 - Reason: The focus on the mundane yet poignant experiences of the protagonist aligns with the user's appreciation for character studies and subtle humor. Rank 3: Movie 1985 - Reason: The horror and thriller elements, combined with a strong narrative about survival, connect with the user's interest in intense, gripping stories. Rank 4: Movie 1921 - Reason: The psychological and mathematical themes present a thought-provoking narrative that aligns with the user's taste for complex and intelligent films. Rank 5: Movie 908 - Reason: The mystery and thriller aspects, along with a fast-paced plot, appeal to the user's preference for suspenseful storytelling. Rank 6: Movie 3318 - Reason: The political and dramatic tension in a confined setting mirrors the user's interest in stories that combine action with deeper themes. Rank 7: Movie 3106 - Reason: The romantic and historical elements intertwined with cultural conflict resonate with the user's appreciation for layered narratives. Rank 8: Movie 1535 - Reason: The focus on friendship and personal connections in a summer setting may not align closely with the user's preference for more dramatic or intense stories. Rank 9: Movie 1715 - Reason: The blend of horror and comedy may not appeal to the user's taste for more serious narratives, as seen in their history. Rank 10: Movie 714 - Reason: The slow-paced, existential themes might not resonate with the user's preference for more engaging and dynamic storytelling.

Rank 1: Movie 908 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 714 - Reason: The film's blend of drama and fantasy resonates with the user's interest in unique narratives that explore deeper themes, similar to "The City of Lost Children." Rank 3: Movie 568 - Reason: The comedic and dramatic elements in this film reflect the user's enjoyment of character-driven stories, much like "The Opposite of Sex." Rank 4: Movie 1535 - Reason: This movie's focus on friendship and personal struggles aligns with the user's appreciation for character exploration, as seen in "High Art." Rank 5: Movie 1985 - Reason: The horror and thriller aspects of this film may not align with the user's preferences, which lean more towards drama and comedy. Rank 6: Movie 3318 - Reason: The political and dramatic tension in this film may not resonate with the user's preference for lighter, more character-focused narratives. Rank 7: Movie 3106 - Reason: The historical and romantic elements may appeal to the user, similar to their interest in relationship dynamics in films like "Billy's Hollywood Screen Kiss." Rank 8: Movie 1921 - Reason: The psychological intensity and mathematical themes may be intriguing, but could be too abstract compared to the user's usual preferences. Rank 9: Movie 1715 - Reason: The dark comedy and horror elements may not align with the user's taste for more light-hearted or dramatic narratives. Rank 10: Movie 1875 - Reason: The slow-paced, introspective nature of this film might not engage the user as much as their preferred genres of adventure and comedy.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.), Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.), Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.), Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.), Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) There are 10 Candidates for recommendation: Movie 3518:The End of Violence (Genres: Drama, Thriller; Language: en; Overview: Hollywood producer Mike Max is kidnapped, prompting love and intrigue.),, Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.),, Movie 510:Poetic Justice (Genres: Drama, Romance; Language: en; Overview: Justice, a young poet, experiences life during an overnight delivery.),, Movie 1503:8 Heads in a Duffel Bag (Genres: Comedy, Crime; Language: en; Overview: Hitman Tommy Spinelli loses bag of severed heads at airport.),, Movie 1867:Tarzan and the Lost City (Genres: Action, Adventure; Language: en; Overview: Tarzan returns to Africa to save his homeland from destruction.),, Movie 3606:On the Town (Genres: Comedy, Music, Romance; Language: en; Overview: Three sailors explore New York, encountering love and adventure.), Movie 2057:The Incredible Journey (Genres: Adventure, Family; Language: en; Overview: Three pets embark on a journey home after losing owners.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 413:Airheads (Genres: Comedy, Crime, Music; Language: en; Overview: Band takes over radio station to promote their demo tape.),, Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 2057 - Reason: This heartwarming adventure about pets on a journey resonates with the user's appreciation for fantastical and emotional narratives, similar to "The City of Lost Children." Rank 2: Movie 1250 - Reason: The historical drama and themes of resilience in this film align with the user's interest in complex stories, as seen in their preference for films like "Howards End." Rank 3: Movie 1175 - Reason: The surreal and darkly comedic elements of this film reflect the user's taste for unique storytelling, akin to "Being John Malkovich." Rank 4: Movie 1503 - Reason: The comedic and absurd premise of this crime film matches the user's enjoyment of humor and unconventional narratives, similar to "Romy and Michele's High School Reunion." Rank 5: Movie 510 - Reason: The romantic and dramatic elements of this film connect with the user's interest in love stories, paralleling their enjoyment of "High Art." Rank 6: Movie 413 - Reason: The blend of comedy and crime in this film aligns with the user's appreciation for humorous takes on serious themes, reminiscent of "Bob Roberts." Rank 7: Movie 3518 - Reason: The thriller and drama aspects of this film may appeal to the user's interest in complex narratives, although it might not resonate as strongly as their top choices. Rank 8: Movie 1867 - Reason: While this action-adventure film has engaging elements, it may not align closely with the user's preference for more character-driven and fantastical stories. Rank 9: Movie 3606 - Reason: The musical elements and light-hearted romance may not fully capture the user's interest, as they tend to favor more dramatic and thought-provoking narratives. Rank 10: Movie 1635 - Reason: The intense family drama may not appeal to the user's preference for fantasy and adventure, making it less aligned with their usual movie choices.

Rank 1: Movie 510 - Reason: The film's exploration of romance and personal growth aligns with the user's interest in character-driven narratives, as seen in their history. Rank 2: Movie 1503 - Reason: The blend of comedy and crime offers a humorous take on serious themes, appealing to the user's enjoyment of quirky comedies. Rank 3: Movie 3606 - Reason: The musical elements and romantic adventures resonate with the user's appreciation for whimsical storytelling, similar to their favored films. Rank 4: Movie 1635 - Reason: The dramatic family dynamics and chaos reflect the user's interest in complex emotional narratives, akin to their previous choices. Rank 5: Movie 2057 - Reason: The adventure and family themes echo the user's love for heartwarming journeys, reminiscent of their preferred films like "The City of Lost Children." Rank 6: Movie 1175 - Reason: The surreal comedy and dark themes align with the user's taste for unique storytelling, similar to their enjoyment of "Delicatessen." Rank 7: Movie 413 - Reason: The comedic premise involving music and crime fits well with the user's enjoyment of light-hearted yet engaging narratives. Rank 8: Movie 1867 - Reason: The action and adventure elements may appeal to the user's broader interest in fantastical journeys, though it's less aligned with their core preferences. Rank 9: Movie 3518 - Reason: The thriller aspects may not resonate as strongly with the user, as their history leans more towards fantasy and romance. Rank 10: Movie 1250 - Reason: The historical war drama may not align with the user's preferences for more whimsical and fantastical narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.), Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.), Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.), Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.), Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.) There are 10 Candidates for recommendation: Movie 3838:Phantasm III: Lord of the Dead (Genres: Horror, Action, Science Fiction; Language: en; Overview: Tall Man returns, haunting Mike and Reggie’s dangerous quest.), Movie 3065:Ten Benny (Genres: Drama, Action; Language: en; Overview: Young salesman’s arrogance leads to gambling debts and misery.),, Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.),, Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.),, Movie 1572:Contempt (Genres: Drama; Language: fr; Overview: Screenwriter's marriage crumbles as wife bonds with film producer.),, Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.),, Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.),, Movie 1826:Barney's Great Adventure (Genres: Family; Language: en; Overview: Kids chase colorful egg with Barney after it’s carted off.),, Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.),, Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1175 - Reason: This movie combines dark humor and surreal elements, appealing to the user's appreciation for unique storytelling as seen in "Fast, Cheap & Out of Control." Rank 2: Movie 1572 - Reason: The exploration of complex relationships in a dramatic setting aligns with the user's interest in character-driven narratives like "The Remains of the Day." Rank 3: Movie 1826 - Reason: This family-friendly adventure resonates with the user's enjoyment of light-hearted stories, similar to "Billy's Hollywood Screen Kiss." Rank 4: Movie 3065 - Reason: The themes of personal downfall and drama connect with the user's preference for intense character arcs, as seen in "The Remains of the Day." Rank 5: Movie 1921 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives, akin to "The Matrix." Rank 6: Movie 1690 - Reason: The blend of science fiction and horror elements may appeal to the user's taste for action-packed narratives, similar to "The Matrix." Rank 7: Movie 1500 - Reason: The mix of action, comedy, and romance aligns with the user's enjoyment of multifaceted narratives, as seen in "Jackie Brown." Rank 8: Movie 1635 - Reason: The family drama and chaotic holiday setting may not fully align with the user's preference for more light-hearted or action-oriented films. Rank 9: Movie 3838 - Reason: The horror elements and intense action may not resonate with the user's preference for more comedic or dramatic narratives. Rank 10: Movie 2160 - Reason: The psychological horror and dark themes may not appeal to the user, who seems to prefer lighter or more comedic stories.

Rank 1: Movie 1572 - Reason: This movie explores the complexities of relationships and creative struggles, resonating with the user's appreciation for character-driven narratives like "The Remains of the Day." Rank 2: Movie 1175 - Reason: The surreal humor and dark themes in this film align with the user's enjoyment of unique storytelling, similar to "Fast, Cheap & Out of Control." Rank 3: Movie 3838 - Reason: The blend of horror and action in this film caters to the user's taste for thrilling experiences, reminiscent of the action in "The Matrix." Rank 4: Movie 2160 - Reason: This film's psychological tension and horror elements echo the user's interest in dramatic narratives, akin to "The Remains of the Day." Rank 5: Movie 1826 - Reason: The family-friendly adventure in this movie contrasts with the user's typical preferences, which lean more towards complex adult themes. Rank 6: Movie 1635 - Reason: The exploration of family dynamics during a chaotic holiday resonates with the user's appreciation for character-driven dramas like "The Remains of the Day." Rank 7: Movie 1500 - Reason: The mix of action, comedy, and romance in this film aligns well with the user's enjoyment of layered narratives seen in "Jackie Brown." Rank 8: Movie 1690 - Reason: The science fiction and horror elements may not fully align with the user's preference for more grounded narratives, as seen in their history. Rank 9: Movie 3065 - Reason: The focus on gambling and personal downfall may not resonate with the user's interest in more uplifting or romantic stories. Rank 10: Movie 1921 - Reason: The intense psychological themes and mystery may be too abstract for the user's typical preference for character-driven narratives.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.), Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.), Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.), Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.) There are 10 Candidates for recommendation: Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 2818:Iron Eagle IV (Genres: Action, Adventure; Language: en; Overview: Chappy trains misfits for competition, uncovering toxic waste dealings.),, Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 188:The Prophecy (Genres: Fantasy, Horror, Thriller; Language: en; Overview: Gabriel seeks a soul; a priest and girl must intervene.),, Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.),, Movie 3484:The Skulls (Genres: Crime, Drama, Thriller; Language: en; Overview: Luke's excitement for The Skulls fades with unsettling revelations.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3114 - Reason: This animated film combines comedy and family themes, appealing to the user's appreciation for lighthearted storytelling as seen in their history with movies like "The Nightmare Before Christmas." Rank 2: Movie 2818 - Reason: The action and adventure elements may not align perfectly with the user's preference for more character-driven narratives, but the competitive aspect could still be engaging. Rank 3: Movie 714 - Reason: The film's unique blend of drama and fantasy resonates with the user's interest in thought-provoking stories, similar to "High Art" and "Orlando." Rank 4: Movie 1175 - Reason: This surreal black comedy offers a unique narrative style that aligns with the user's taste for unconventional storytelling, as seen in "Welcome to the Dollhouse." Rank 5: Movie 188 - Reason: The fantasy and horror elements might not fully match the user's preferences, but the thriller aspect could provide some intrigue. Rank 6: Movie 1250 - Reason: The historical drama and war themes may appeal to the user's interest in complex narratives, similar to "Dead Man" and "High Art." Rank 7: Movie 3484 - Reason: The crime and thriller elements may not strongly resonate with the user's preferences, but the dramatic revelations could still capture some interest. Rank 8: Movie 908 - Reason: The mystery and thriller aspects align with the user's appreciation for suspenseful storytelling, akin to "Twelve Monkeys." Rank 9: Movie 1535 - Reason: While the film's drama may not align closely with the user's comedic preferences, the themes of friendship could still be relatable. Rank 10: Movie 32 - Reason: The science fiction and thriller elements might be intriguing, but the darker tone may not resonate with the user's lighter preferences in film.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 32 - Reason: The time travel and psychological themes resonate with the user's interest in thrilling and intelligent narratives. Rank 3: Movie 188 - Reason: The blend of fantasy and horror with a spiritual quest aligns with the user's appreciation for unique storytelling. Rank 4: Movie 714 - Reason: The surreal and introspective journey of the protagonist matches the user's taste for character-driven dramas. Rank 5: Movie 1535 - Reason: This film's exploration of friendship and personal struggles resonates with the user's interest in emotional narratives. Rank 6: Movie 1175 - Reason: The dark comedy and surreal elements appeal to the user's enjoyment of unconventional storytelling. Rank 7: Movie 3114 - Reason: The animated adventure and themes of friendship align well with the user's family-friendly movie preferences. Rank 8: Movie 3484 - Reason: The crime and thriller aspects may not fully resonate with the user's preference for more character-focused stories. Rank 9: Movie 2818 - Reason: The action-oriented plot may not align with the user's inclination towards thoughtful, character-driven narratives. Rank 10: Movie 1250 - Reason: The historical war drama may not appeal to the user's preference for more contemporary and character-centric films.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 896:Wild Reeds (Genres: Drama, Romance; Language: fr; Overview: Rural France, 1960s music, love triangle among four students.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.), Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.), Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.), Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 223:Clerks (Genres: Comedy; Language: en; Overview: Bored clerks Dante and Randal navigate life with humor and antics.),, Movie 121:The Boys of St. Vincent (Genres: Drama; Language: en; Overview: Boys sexually abused at Newfoundland orphanage run by religious community.),, Movie 2409:Rocky II (Genres: Drama; Language: en; Overview: Rocky and Creed face off again in a brutal rematch.),, Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.),, Movie 126:The Neverending Story III: Escape from Fantasia (Genres: Fantasy; Language: en; Overview: Boy restores order after bullies steal magical portal book.),, Movie 431:Carlito's Way (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Ex-con vows to avoid drugs, violence, seeking a better life.),, Movie 1832:Heaven's Burning (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Midori fakes kidnapping, escapes marriage, and becomes robbery hostage.),, Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 3639:The Man with the Golden Gun (Genres: Adventure, Action, Thriller; Language: en; Overview: A golden bullet from Scaramanga targets Bond's mission to stop him.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1635 - Reason: This movie explores family dynamics and personal struggles, resonating with the user's interest in character-driven dramas like "Living in Oblivion" and "Wild Reeds." Rank 2: Movie 121 - Reason: The serious themes of abuse and survival in this film align with the user's appreciation for intense and thought-provoking narratives, similar to "Reservoir Dogs." Rank 3: Movie 1250 - Reason: The historical context and moral dilemmas presented in this war drama match the user's taste for complex storytelling, as seen in "Four Days in September." Rank 4: Movie 1832 - Reason: This film's blend of drama and crime reflects the user's interest in intense narratives, akin to "El Mariachi" and "Reservoir Dogs." Rank 5: Movie 126 - Reason: While it offers a fantasy adventure, the light-hearted tone may not resonate as strongly with the user's preference for more serious themes, unlike "The Nightmare Before Christmas." Rank 6: Movie 908 - Reason: The mystery and thriller elements in this classic film align with the user's enjoyment of suspenseful narratives, similar to "Reservoir Dogs." Rank 7: Movie 431 - Reason: The themes of redemption and the struggles of an ex-con connect with the user's interest in character-focused dramas, as seen in "Billy's Hollywood Screen Kiss." Rank 8: Movie 3639 - Reason: Although it's an action-packed adventure, the film may not align with the user's preference for deeper storytelling found in their top-ranked films. Rank 9: Movie 223 - Reason: The humor and everyday life depicted in this film may not resonate as much with the user's inclination towards more serious and dramatic narratives. Rank 10: Movie 2409 - Reason: While it features an iconic sports narrative, the straightforward nature of the story might not appeal to the user's taste for complex character arcs and themes.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history. Rank 2: Movie 431 - Reason: The themes of redemption and the struggle against a violent past resonate with the user's interest in dramatic narratives involving personal transformation. Rank 3: Movie 1250 - Reason: This film's exploration of war and human resilience connects with the user's appreciation for deep, character-driven dramas. Rank 4: Movie 1832 - Reason: The intense drama and crime elements reflect the user's taste for thrilling narratives that delve into personal and moral dilemmas. Rank 5: Movie 2409 - Reason: The underdog story and emotional depth in the sequel appeal to the user's interest in character-driven sports dramas. Rank 6: Movie 223 - Reason: The humor and relatable life situations of the characters align with the user's enjoyment of comedic narratives in everyday settings. Rank 7: Movie 1635 - Reason: The family dynamics and emotional turmoil presented in this drama resonate with the user's appreciation for complex character relationships. Rank 8: Movie 3639 - Reason: The action-adventure elements may not align closely with the user's primary interests in more dramatic and character-focused films. Rank 9: Movie 126 - Reason: The fantasy elements and juvenile themes might not appeal to the user, who prefers more mature and thought-provoking narratives. Rank 10: Movie 121 - Reason: The heavy subject matter of abuse may not resonate with the user, who tends to favor lighter or more uplifting stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.) There are 10 Candidates for recommendation: Movie 3549:Guys and Dolls (Genres: Comedy, Music, Romance; Language: en; Overview: Gambler and missionary fall in love amid a hidden bet.),, Movie 2615:My Science Project (Genres: Comedy, Family, Fantasy, Science Fiction; Language: en; Overview: Michael and Ellie find a glowing orb threatening humanity's existence.),, Movie 951:His Girl Friday (Genres: Comedy, Drama; Language: en; Overview: Hildy announces engagement; Walter sabotages fiancé to win her back.),, Movie 3688:Porky's (Genres: Comedy; Language: en; Overview: In 1954, teens seek revenge on nightclub owner and sheriff.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 687:Country Life (Genres: Drama, Romance; Language: en; Overview: Chekhov's "Uncle Vanya" adapted to 1920s rural Australia themes.),, Movie 2149:House II: The Second Story (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Young couple discovers family history and cursed crystal skull.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 951 - Reason: The sharp wit and fast-paced dialogue in this classic comedy align with the user's appreciation for clever storytelling, as seen in "Pulp Fiction" and "The Big Lebowski." Rank 2: Movie 687 - Reason: This film's exploration of complex relationships and emotional depth resonates with the user's interest in character-driven narratives, similar to "High Art." Rank 3: Movie 3688 - Reason: The comedic yet rebellious spirit of this film connects with the user's enjoyment of humor in unconventional settings, akin to "Austin Powers: International Man of Mystery." Rank 4: Movie 3549 - Reason: The romantic and musical elements combined with comedic situations appeal to the user's taste for light-hearted yet engaging stories, reflecting preferences in "Little Voice." Rank 5: Movie 509 - Reason: The film's intense emotional journey and exploration of love and conflict mirror the user's interest in dramatic narratives, similar to "The Opposite of Sex." Rank 6: Movie 2149 - Reason: This movie's blend of fantasy and horror with comedic undertones aligns with the user's enjoyment of unique storytelling, reminiscent of "Being John Malkovich." Rank 7: Movie 1715 - Reason: The dark humor and thriller aspects of this film may not resonate with the user's preferred light-hearted comedies, contrasting with their favorites. Rank 8: Movie 1535 - Reason: The dramatic themes of friendship and summer gatherings may not align with the user's preference for more intense or comedic narratives, like "The Hunt for Red October." Rank 9: Movie 32 - Reason: While the sci-fi and thriller elements are intriguing, the complex narrative may be less appealing to the user who prefers more straightforward storytelling. Rank 10: Movie 2615 - Reason: The family-friendly comedy and fantasy elements may not align with the user's preference for more mature themes and narratives, as seen in their history.

Rank 1: Movie 3549 - Reason: This film combines comedy, music, and romance, appealing to the user's appreciation for character-driven narratives with humor, similar to "The Big Lebowski" and "Austin Powers: International Man of Mystery." Rank 2: Movie 509 - Reason: The emotional depth and romantic conflict in this drama resonate with the user's interest in character exploration as seen in "High Art" and "The Opposite of Sex." Rank 3: Movie 1535 - Reason: This drama's focus on friendship and emotional connections aligns with the user's appreciation for character-driven stories, akin to "Being John Malkovich." Rank 4: Movie 3688 - Reason: The comedic elements and nostalgic setting may appeal to the user's taste for humor found in "Austin Powers: International Man of Mystery" and "The Big Lebowski." Rank 5: Movie 32 - Reason: The science fiction and thriller aspects of time travel align with the user's interest in complex narratives, similar to "The Matrix." Rank 6: Movie 1715 - Reason: This film's blend of comedy and horror may intrigue the user, reflecting their enjoyment of dark humor as seen in "The Opposite of Sex." Rank 7: Movie 2149 - Reason: The fantasy and horror elements, along with a quirky narrative, may resonate with the user's appreciation for unique storytelling, reminiscent of "Being John Malkovich." Rank 8: Movie 687 - Reason: The dramatic and romantic themes may appeal to the user, but the slower pace might not align with their preference for more dynamic narratives. Rank 9: Movie 2615 - Reason: While the comedy and fantasy elements are engaging, the family-oriented theme may not resonate as strongly with the user's preference for more adult narratives. Rank 10: Movie 951 - Reason: Although it's a classic comedy, the focus on traditional romantic comedy tropes may not align with the user's taste for more unconventional storytelling.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.), Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.), Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.), Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.), Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.) There are 10 Candidates for recommendation: Movie 2796:Funny Farm (Genres: Comedy; Language: en; Overview: Chevy Chase's character faces comedic disasters in a quirky town.),, Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 520:Robin Hood: Men in Tights (Genres: Comedy; Language: en; Overview: Robin Hood returns, fights King John and Sheriff of Rottingham.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.),, Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.),, Movie 2898:The Dark Half (Genres: Mystery, Horror; Language: en; Overview: Thad's pseudonym George Stark becomes a murderous alter ego.), Movie 84:Last Summer in the Hamptons (Genres: ; Language: en; Overview: Theatrical family confronts secrets during summer retreat's last weekend.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 509 - Reason: The film's exploration of love and conflict resonates with the user's appreciation for deep emotional narratives, similar to "Orlando" and "Edward Scissorhands." Rank 2: Movie 1535 - Reason: The themes of friendship and personal connection during a summer retreat align with the user's interest in character-driven stories, as seen in "Romy and Michele's High School Reunion." Rank 3: Movie 520 - Reason: The comedic take on the classic Robin Hood tale appeals to the user's enjoyment of humor, reminiscent of "Austin Powers: International Man of Mystery." Rank 4: Movie 1250 - Reason: The historical drama and moral dilemmas presented in this film align with the user's interest in complex narratives, similar to "The Hunt for Red October." Rank 5: Movie 1633 - Reason: The family-oriented storyline and themes of protection resonate with the user's appreciation for emotional depth, akin to "Billy's Hollywood Screen Kiss." Rank 6: Movie 2898 - Reason: The mystery and horror elements cater to the user's taste for thrilling narratives, paralleling the intrigue found in "Paris is Burning." Rank 7: Movie 714 - Reason: The blend of drama and fantasy in this western aligns with the user's interest in unique storytelling, similar to "Velvet Goldmine." Rank 8: Movie 2796 - Reason: While comedic, this film's lighthearted approach may not align as closely with the user's preference for deeper narratives seen in their history. Rank 9: Movie 84 - Reason: The theatrical family drama may lack the engaging elements found in the user's preferred films, making it less appealing. Rank 10: Movie 1175 - Reason: The surreal and dark humor may not resonate with the user's taste for more straightforward narratives, leading to a lower ranking.

Rank 1: Movie 509 - Reason: The emotional depth and romantic elements resonate with the user's appreciation for character-driven stories, as seen in "Orlando" and "Edward Scissorhands." Rank 2: Movie 1175 - Reason: The surreal and darkly comedic aspects align with the user's interest in unique storytelling, similar to "Romy and Michele's High School Reunion." Rank 3: Movie 1535 - Reason: The themes of friendship and love in a dramatic setting connect with the user's preference for heartfelt narratives, as shown in "Paris is Burning." Rank 4: Movie 2898 - Reason: The psychological thriller elements match the user's taste for complex narratives, akin to "The Hunt for Red October." Rank 5: Movie 520 - Reason: The comedic take on a classic tale aligns with the user's enjoyment of humor, similar to "Austin Powers: International Man of Mystery." Rank 6: Movie 84 - Reason: The family dynamics and secrets might not strongly appeal to the user, as they tend to favor more vibrant and engaging narratives. Rank 7: Movie 714 - Reason: The slow-paced, existential themes may not resonate with the user's preference for more dynamic storytelling found in their favored films. Rank 8: Movie 1250 - Reason: The historical context and war themes might not align with the user's focus on personal and emotional stories, as seen in their history. Rank 9: Movie 2796 - Reason: The light-hearted comedic premise may not engage the user as much, given their preference for deeper, more meaningful narratives. Rank 10: Movie 1633 - Reason: The serious and dramatic tone may not appeal to the user's taste for more whimsical and romantic stories, as reflected in their choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.), Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.), Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.), Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.), Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.), Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.), Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.), Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 1227:Once Upon a Time in America (Genres: Drama, Crime; Language: en; Overview: Jewish gangster returns to confront past regrets in Manhattan.),, Movie 3322:3 Strikes (Genres: Action, Comedy, Romance; Language: en; Overview: Brian Hooks escapes after friend shoots police; seeks redemption.),, Movie 58:The Postman (Genres: Comedy, Drama, Romance; Language: it; Overview: Italian postman discovers poetry, impresses Beatrice while delivering mail.),, Movie 1426:Zeus & Roxanne (Genres: Action, Adventure, Comedy, Family, Romance; Language: en; Overview: Marine biologist Mary Beth befriends dog Zeus and loves owner Terry.),, Movie 1666:Hugo Pool (Genres: Comedy, Romance; Language: en; Overview: Hugo Pool: a pool cleaner's quirky love story amid illness.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 3644:Dark Command (Genres: Drama, Romance, Western; Language: en; Overview: Texan Seton confronts ambition and conflict in pre-Civil War Kansas.), Movie 1680:Sliding Doors (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Gwyneth Paltrow's character navigates love and choices in parallel stories.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 908 - Reason: This movie combines mystery and thriller elements, aligning strongly with the user's preference for complex, thought-provoking narratives as seen in their history. Rank 2: Movie 1680 - Reason: The intertwining of romance and fantasy in parallel stories resonates with the user's interest in romantic and dramatic themes. Rank 3: Movie 509 - Reason: The film's exploration of love and conflict through a unique character perspective matches the user's appreciation for deep emotional narratives. Rank 4: Movie 1426 - Reason: This lighthearted adventure with romantic elements aligns with the user's enjoyment of comedy and romance in their previous selections. Rank 5: Movie 1227 - Reason: The dramatic exploration of past regrets and complex relationships fits well with the user's interest in intense, character-driven stories. Rank 6: Movie 58 - Reason: The romantic storyline intertwined with comedy offers a charming and lighthearted experience similar to the user's taste in films. Rank 7: Movie 3322 - Reason: This film's blend of action, comedy, and romance provides an entertaining escape, appealing to the user's varied genre preferences. Rank 8: Movie 1666 - Reason: The quirky love story set against a backdrop of illness may not resonate as strongly with the user, given their preference for more conventional narratives. Rank 9: Movie 32 - Reason: While it contains strong science fiction and thriller elements, the darker themes may not align with the user's typical enjoyment of romance and drama. Rank 10: Movie 3644 - Reason: The Western setting and historical context may not appeal to the user, who seems to favor contemporary and character-focused stories.

Rank 1: Movie 58 - Reason: This film's blend of romance and drama, centered around poetic expression, resonates with the user's appreciation for romantic narratives as seen in "Orlando" and "High Art." Rank 2: Movie 908 - Reason: The mystery and thriller elements in this film align with the user's interest in complex narratives, similar to the tension found in "Fight Club." Rank 3: Movie 3322 - Reason: This movie's mix of action, comedy, and romance reflects the user's enjoyment of light-hearted yet engaging stories, akin to "Bowfinger." Rank 4: Movie 509 - Reason: The romantic and dramatic themes in this film echo the user's affinity for deep emotional stories like "High Art" and "Boys Don't Cry." Rank 5: Movie 1666 - Reason: This quirky romantic comedy may appeal to the user due to its unique storytelling, similar to the charm found in "Cold Comfort Farm." Rank 6: Movie 3644 - Reason: The historical drama and romantic conflict present in this film connect with the user's interest in character-driven narratives, as seen in "The Piano." Rank 7: Movie 1227 - Reason: The themes of crime and drama in this film align with the user's interest in complex relationships and moral dilemmas, similar to "Boys Don't Cry." Rank 8: Movie 1426 - Reason: This family-friendly adventure combines romance and comedy, which may not align as closely with the user's preference for more serious narratives. Rank 9: Movie 1680 - Reason: While it features romance and drama, the fantasy element may not resonate as strongly with the user compared to their more grounded film choices. Rank 10: Movie 32 - Reason: The science fiction and thriller aspects might be less appealing to the user, who seems to prefer more character-focused and emotional stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.), Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.), Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.), Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.) There are 10 Candidates for recommendation: Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 478:Jimmy Hollywood (Genres: Comedy; Language: en; Overview: Jimmy becomes a vigilante, while his girlfriend grows frustrated.),, Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.),, Movie 3522:Sacco & Vanzetti (Genres: Crime, Drama, History; Language: en; Overview: Two anarchists wrongfully tried for murder due to political beliefs.),, Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.),, Movie 44:Mortal Kombat (Genres: Action, Fantasy; Language: en; Overview: Three warriors must defeat an evil sorcerer to save Earth.),, Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 3703:Mad Max 2: The Road Warrior (Genres: Adventure, Action, Thriller, Science Fiction; Language: en; Overview: Max battles Lord Humungus for gasoline in a post-apocalyptic Outback.), Movie 2803:The Pelican Brief (Genres: Drama, Mystery, Thriller, Crime; Language: en; Overview: Assassinated justices, lone student discovers truth; journalist seeks story, danger.),, Movie 1939:The Best Years of Our Lives (Genres: Drama, History, Romance; Language: en; Overview: Three WWII veterans face challenges returning home after war.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3703 - Reason: This action-packed adventure features a post-apocalyptic setting and intense survival themes, appealing to the user's interest in unique and engaging narratives like "The Big Lebowski" and "Austin Powers." Rank 2: Movie 1635 - Reason: The film's exploration of family dynamics and chaos during a holiday aligns with the user's appreciation for character-driven stories, as seen in "The Opposite of Sex." Rank 3: Movie 478 - Reason: This comedy about a vigilante reflects the user's taste for humor intertwined with unconventional plots, similar to "Bowfinger" and "Living in Oblivion." Rank 4: Movie 1250 - Reason: The historical drama and moral dilemmas presented in this film resonate with the user's interest in complex narratives, akin to "Glengarry Glen Ross." Rank 5: Movie 2803 - Reason: The thriller aspect of uncovering a conspiracy aligns with the user's preference for mystery and drama, reminiscent of "The Nightmare Before Christmas." Rank 6: Movie 3635 - Reason: This Bond film combines action and intrigue, appealing to the user's taste for thrilling narratives, similar to "Austin Powers." Rank 7: Movie 44 - Reason: The fantasy elements and action sequences may attract the user, though the straightforward action may not align perfectly with their usual preference for deeper storytelling. Rank 8: Movie 3522 - Reason: The historical context and themes of injustice resonate with the user's interest in crime dramas, though the documentary style may not be their primary preference. Rank 9: Movie 1939 - Reason: While the film deals with post-war challenges, its slower pacing and historical focus may not engage the user as much as their preferred comedies and dramas. Rank 10: Movie 908 - Reason: The classic thriller may lack the humor and quirky charm that the user enjoys in their favored films, making it less appealing to their tastes.

Rank 1: Movie 3522 - Reason: The themes of injustice and political beliefs resonate with the user's appreciation for complex narratives, similar to the moral dilemmas in "Glengarry Glen Ross." Rank 2: Movie 3703 - Reason: The post-apocalyptic setting and action elements align with the user's interest in thrilling and adventurous stories, akin to the chaos in "The Big Lebowski." Rank 3: Movie 478 - Reason: The comedic take on vigilante justice reflects the user's enjoyment of humor in serious contexts, as seen in "Austin Powers: International Man of Mystery." Rank 4: Movie 1939 - Reason: The exploration of veterans' struggles after war connects with the user's interest in dramatic narratives, similar to "Howards End." Rank 5: Movie 1635 - Reason: The family dynamics and chaos during Thanksgiving resonate with the user's appreciation for character-driven dramas, akin to "Living in Oblivion." Rank 6: Movie 3635 - Reason: The blend of action and espionage aligns with the user's taste for thrilling plots, similar to the intrigue in "North by Northwest." Rank 7: Movie 908 - Reason: The mystery and thrilling elements appeal to the user's preference for intelligent narratives, reflecting the complexity seen in "Glengarry Glen Ross." Rank 8: Movie 44 - Reason: While entertaining, the straightforward action and fantasy elements may not fully align with the user's preference for deeper storytelling. Rank 9: Movie 2803 - Reason: The legal thriller aspect may not resonate as strongly with the user, who prefers more character-driven or comedic narratives. Rank 10: Movie 1250 - Reason: The historical war drama may not appeal as much to the user, who seems to favor contemporary or comedic themes over traditional war stories.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.), Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.), Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 10 Candidates for recommendation: Movie 2405:The Jewel of the Nile (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Joan Wilder faces danger, intrigue, and love with Jack's help.),, Movie 3697:Predator 2 (Genres: Science Fiction, Action, Thriller; Language: en; Overview: Mercenaries confront returning alien in Los Angeles; chaos ensues.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 735:Cemetery Man (Genres: Fantasy, Drama, Horror, Comedy; Language: it; Overview: Cemetery man and assistant must stop resurrected corpses; chaos ensues.),, Movie 3854:Aimee & Jaguar (Genres: Drama, History, Romance; Language: de; Overview: Jewish woman and mother find love amid war's dangers.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 3911:Best in Show (Genres: Comedy; Language: en; Overview: Excitement builds as diverse contestants prepare for Mayflower Dog Show.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.),, Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 3388:Harry and the Hendersons (Genres: Comedy, Family, Fantasy; Language: en; Overview: Hendersons find a "bigfoot," mistaken for dead; he's friendly.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1535 - Reason: The themes of friendship and love in a dramatic setting resonate with the user's appreciation for character-driven narratives, as seen in "The Remains of the Day." Rank 2: Movie 2405 - Reason: This film combines action, adventure, and romance, appealing to the user's taste for engaging stories with a mix of genres, similar to "Bullets Over Broadway." Rank 3: Movie 3697 - Reason: The thrilling elements of this science fiction action film align with the user's interest in intense narratives, as demonstrated by their enjoyment of "The Hunt for Red October." Rank 4: Movie 3854 - Reason: The historical romance aspect of this movie connects with the user's preference for drama and complex emotional stories, akin to "The Remains of the Day." Rank 5: Movie 3388 - Reason: The family-friendly comedy with a fantastical element may not align closely with the user's typical preferences for more serious themes, as seen in "Boys Don't Cry." Rank 6: Movie 509 - Reason: The deep emotional and romantic struggles in this film resonate with the user's appreciation for thoughtful drama, similar to "The Remains of the Day." Rank 7: Movie 908 - Reason: The mystery and thriller aspects of this classic film may appeal to the user's interest in suspenseful narratives, as seen in "The Hunt for Red October." Rank 8: Movie 1635 - Reason: The chaotic family dynamics during a holiday resonate with the user's interest in character-driven stories, though it may lack the intensity of their preferred dramas. Rank 9: Movie 3911 - Reason: While this mockumentary comedy is entertaining, it may not match the user's preference for more serious or dramatic narratives, as seen in "The Remains of the Day." Rank 10: Movie 735 - Reason: The blend of horror and comedy may not align with the user's typical interests in drama and romance, as evidenced by their history with films like "The Piano."

Rank 1: Movie 735 - Reason: The blend of fantasy and dark comedy in this film aligns with the user's appreciation for unique storytelling, similar to "The Big Lebowski" and "Waiting for Guffman." Rank 2: Movie 3854 - Reason: This romantic drama set against a historical backdrop resonates with the user's interest in character-driven narratives like "The Remains of the Day." Rank 3: Movie 3911 - Reason: The comedic competition in this mockumentary mirrors the user's enjoyment of quirky humor found in "Waiting for Guffman" and "Rushmore." Rank 4: Movie 1535 - Reason: The themes of friendship and personal struggles in a dramatic setting connect with the user's taste for character exploration as seen in "The Remains of the Day." Rank 5: Movie 1635 - Reason: The family dynamics and chaos during a holiday resonate with the user's interest in complex relationships, akin to "The Opposite of Sex." Rank 6: Movie 3697 - Reason: The action and thriller elements combined with a sci-fi twist appeal to the user's enjoyment of intense narratives like "The Hunt for Red October." Rank 7: Movie 2405 - Reason: The adventurous romance in this film aligns with the user's appreciation for action and comedy, reminiscent of "Bullets Over Broadway." Rank 8: Movie 509 - Reason: The emotional depth and romantic conflict in this drama may not fully align with the user's preference for more comedic or action-driven stories. Rank 9: Movie 908 - Reason: While a classic thriller, its slower pacing and focus on mystery may not resonate as strongly with the user's preference for more dynamic narratives. Rank 10: Movie 3388 - Reason: The family-friendly comedy might not appeal to the user as much, given their inclination towards more adult themes and complex humor.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.), Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.), Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 3860:The Opportunists (Genres: Comedy, Crime, Drama, Romance; Language: en; Overview: Mechanic teams with cousin for heist to solve financial troubles.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 136:From the Journals of Jean Seberg (Genres: Documentary; Language: en; Overview: Creative biopic explores Jean Seberg's life, cinema, and culture.),, Movie 144:The Brothers McMullen (Genres: Comedy, Drama, Romance; Language: en; Overview: Three Irish brothers explore love, values, and family in 1990s.),, Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.),, Movie 3716:Fatal Beauty (Genres: Adventure, Action, Comedy, Thriller; Language: en; Overview: Narcotics cop Rita Rizzoli pursues hijacked pure drugs, facing danger.),, Movie 775:Spirits of the Dead (Genres: Drama, Mystery, Horror; Language: fr; Overview: Three directors adapt Poe stories: fame, love, and duality explored.),, Movie 3368:The Big Country (Genres: Drama, Western, Romance; Language: en; Overview: Retired Captain McKay faces conflict over land and marriage.),, Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.),, Movie 1175:Delicatessen (Genres: Comedy, Science Fiction, Fantasy; Language: fr; Overview: Surreal black comedy: butcher uses human flesh; chaos ensues.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3368 - Reason: The film's exploration of conflict over land and marriage resonates with the user's appreciation for complex drama and romantic themes, similar to "The Remains of the Day." Rank 2: Movie 775 - Reason: The adaptation of Edgar Allan Poe's stories combines drama, mystery, and horror, aligning with the user's interest in thought-provoking narratives, as seen in "The Usual Suspects." Rank 3: Movie 509 - Reason: The romantic and dramatic elements of a mute pianist navigating love and conflict appeal to the user's taste for deep emotional storytelling, reminiscent of "The Remains of the Day." Rank 4: Movie 714 - Reason: The film's blend of drama and fantasy, along with a spiritual journey, matches the user's preference for unique narratives, similar to the thematic depth found in "Fight Club." Rank 5: Movie 1175 - Reason: The surreal black comedy and chaotic elements reflect the user's enjoyment of quirky and unconventional storytelling, akin to "Welcome to the Dollhouse." Rank 6: Movie 144 - Reason: The exploration of love and family values among brothers aligns well with the user's interest in character-driven dramas, similar to "Rushmore." Rank 7: Movie 136 - Reason: The creative biopic format and exploration of cinema resonate with the user's appreciation for films with depth and cultural significance, akin to "The Usual Suspects." Rank 8: Movie 3716 - Reason: The action-comedy blend and the pursuit of danger may not appeal as strongly to the user, who seems to prefer more serious and dramatic narratives. Rank 9: Movie 3860 - Reason: The heist and crime elements may feel less engaging for the user, who tends to favor character-driven stories over plot-heavy crime narratives. Rank 10: Movie 778 - Reason: The focus on drug culture and peer pressure might not resonate with the user's preferences for more nuanced and romantic storytelling, as seen in their favored films.

Rank 1: Movie 136 - Reason: This creative biopic explores the life of a significant cultural figure, aligning with the user's interest in character-driven narratives as seen in "The Usual Suspects" and "The Remains of the Day." Rank 2: Movie 509 - Reason: The romantic and dramatic elements of this film resonate with the user's appreciation for deep emotional stories, similar to "The Remains of the Day." Rank 3: Movie 3860 - Reason: This movie combines comedy and crime, mirroring the user's enjoyment of dark humor and complex plots as seen in "Fight Club" and "Bowfinger." Rank 4: Movie 778 - Reason: The gritty portrayal of addiction and struggle aligns with the user's preference for intense, character-focused dramas like "Fight Club" and "The Usual Suspects." Rank 5: Movie 3716 - Reason: The action and thriller aspects of this film may appeal to the user's taste for excitement and tension found in "The Matrix" and "El Mariachi." Rank 6: Movie 1175 - Reason: The surreal and darkly comedic elements may not resonate as strongly with the user, who has shown a preference for more straightforward narratives in their history. Rank 7: Movie 714 - Reason: The blend of drama and fantasy may not align closely with the user's preferences, as they tend to favor more grounded and realistic storytelling. Rank 8: Movie 144 - Reason: While this film explores family and romance, its focus on 1990s cultural themes may not connect as deeply with the user's cinematic interests. Rank 9: Movie 775 - Reason: The horror and mystery elements may not appeal to the user, who has shown a preference for drama and comedy over darker genres. Rank 10: Movie 3368 - Reason: The Western genre and its traditional themes may not align with the user's demonstrated interest in modern dramas and thrillers.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.), Movie 1192:Paris is Burning (Genres: Documentary; Language: en; Overview: 1980s NYC drag scene: balls, voguing, dreams, and vibrant culture.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.), Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.) There are 10 Candidates for recommendation: Movie 2092:The Return of Jafar (Genres: Family, Adventure, Animation, Romance; Language: en; Overview: Jafar escapes; Aladdin, Jasmine, and Genie must save the kingdom.),, Movie 956:Penny Serenade (Genres: Drama, Romance; Language: en; Overview: Couple reflects on love, quarrels, and memories through music.),, Movie 56:Kids of the Round Table (Genres: ; Language: en; Overview: Alex discovers Excalibur and must prove his worthiness.),, Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.), Movie 159:Clockers (Genres: Mystery, Crime, Drama; Language: en; Overview: Young drug pusher implicated in murder; detective seeks the truth.),, Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 3044:Dead Again (Genres: Thriller; Language: en; Overview: Composer executed for wife's murder; private eye links amnesiac woman.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1635 - Reason: This movie explores family dynamics and emotional turmoil, resonating with the user's appreciation for complex character-driven narratives as seen in "All About My Mother". Rank 2: Movie 2092 - Reason: The adventurous and magical themes align with the user's interest in fantastical elements, similar to "The City of Lost Children". Rank 3: Movie 509 - Reason: The deep emotional and romantic aspects reflect the user's taste for poignant storytelling, akin to "Boys Don't Cry". Rank 4: Movie 159 - Reason: This film's blend of crime and mystery mirrors the user's enjoyment of intense narratives like "Reservoir Dogs". Rank 5: Movie 3793 - Reason: The action and science fiction themes resonate with the user's preference for thrilling and imaginative stories, as seen in "The Matrix". Rank 6: Movie 956 - Reason: The romantic reflections and musical elements may appeal to the user's appreciation for emotional depth, similar to "Bob Roberts". Rank 7: Movie 56 - Reason: This film's adventure and fantasy elements may not strongly align with the user's more serious preferences seen in their history. Rank 8: Movie 3044 - Reason: The thriller aspect may intrigue the user, but the horror elements could be less appealing based on their previous choices. Rank 9: Movie 1715 - Reason: The combination of comedy and horror may not resonate with the user's preference for more serious narratives like "Pulp Fiction". Rank 10: Movie 32 - Reason: While it has science fiction elements, the focus on time travel and a more complex narrative might not align with the user's typical interests.

Rank 1: Movie 3793 - Reason: This film features a blend of adventure and science fiction, appealing to the user's taste for imaginative and action-packed narratives, similar to "The Matrix." Rank 2: Movie 1635 - Reason: The family drama and chaotic dynamics resonate with the user's appreciation for character-driven stories, as seen in "All About My Mother." Rank 3: Movie 1715 - Reason: This dark comedy thriller combines elements of horror and absurdity, aligning with the user's enjoyment of unconventional narratives like "Bob Roberts." Rank 4: Movie 32 - Reason: The time travel and mystery aspects cater to the user's interest in complex, thought-provoking stories, reminiscent of "The City of Lost Children." Rank 5: Movie 2092 - Reason: The family adventure and animated elements may appeal to the user's enjoyment of light-hearted narratives, similar to "Austin Powers: International Man of Mystery." Rank 6: Movie 159 - Reason: The crime and drama elements reflect the user's interest in gritty, realistic narratives, akin to "Boys Don't Cry." Rank 7: Movie 56 - Reason: This film's fantasy elements and coming-of-age story could resonate with the user's appreciation for adventure, similar to "The City of Lost Children." Rank 8: Movie 509 - Reason: The romantic drama set against a historical backdrop may not align closely with the user's preference for more dynamic and adventurous storytelling. Rank 9: Movie 3044 - Reason: The thriller aspect may not fully engage the user, as their history shows a preference for more character-driven narratives rather than plot-heavy mysteries. Rank 10: Movie 956 - Reason: The reflective nature of this romantic drama might not captivate the user, who appears to favor more adventurous and engaging storylines.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.), Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.), Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.), Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.), Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.) There are 10 Candidates for recommendation: Movie 3098:The Natural (Genres: Drama; Language: en; Overview: Roy Hobbs revives a failing baseball team with magical abilities.),, Movie 1651:Telling Lies In America (Genres: Music, Drama; Language: de; Overview: Karchy learns self-acceptance after lying to impress Billy Magic.),, Movie 3:Grumpier Old Men (Genres: Romance, Comedy; Language: en; Overview: Wedding feud reignites between neighbors; divorcée stirs romantic tensions.),, Movie 2414:Young Sherlock Holmes (Genres: Action, Adventure, Crime, Drama, Family, Mystery, Thriller; Language: en; Overview: Young Holmes and Watson thwart an Egyptian cult's murder plot.),, Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.),, Movie 3420:...And Justice for All (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Lawyer faces moral dilemma defending despised judge in rape trial.), Movie 1543:The Designated Mourner (Genres: ; Language: en; Overview: Jack and Judy navigate life under a repressive regime together.),, Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.),, Movie 313:The Swan Princess (Genres: Animation; Language: en; Overview: Princess Odette becomes a swan; love's vow breaks the spell.),, Movie 3410:Soft Fruit (Genres: ; Language: en; Overview: Siblings unite to fulfill dying mother's last wishes and dreams.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 1543 - Reason: This film explores complex relationships under a repressive regime, aligning with the user's interest in dramatic narratives like "The Usual Suspects" and "High Art." Rank 2: Movie 3 - Reason: The comedic elements and romantic tension in this film may appeal to the user's enjoyment of light-hearted comedies like "Romy and Michele's High School Reunion." Rank 3: Movie 3410 - Reason: The theme of family bonds and fulfilling last wishes resonates with the user's appreciation for emotional storytelling, similar to "Gods and Monsters." Rank 4: Movie 1651 - Reason: This film's exploration of self-acceptance and personal growth aligns with the user's interest in character-driven dramas like "High Art." Rank 5: Movie 3098 - Reason: The inspirational sports narrative and magical realism may attract the user, reflecting their enjoyment of uplifting stories seen in "The Usual Suspects." Rank 6: Movie 313 - Reason: The enchanting animation and romantic storyline may appeal to the user's taste for whimsical narratives, akin to "Cold Comfort Farm." Rank 7: Movie 2414 - Reason: The adventurous and mysterious elements in this film align with the user's interest in crime and thriller genres, as seen in "Reservoir Dogs." Rank 8: Movie 3420 - Reason: The moral dilemmas faced by the lawyer in this film may resonate with the user's preference for intense drama, similar to "The Usual Suspects." Rank 9: Movie 2836 - Reason: While it has romantic elements, the coming-of-age theme may not strongly align with the user's more complex storytelling preferences. Rank 10: Movie 1921 - Reason: The psychological and mathematical themes may be too abstract compared to the user's preference for more grounded narratives in their movie history.

Rank 1: Movie 2414 - Reason: This movie combines action, adventure, and mystery elements, appealing to the user's interest in thrilling narratives as seen in their history with crime and thriller films. Rank 2: Movie 3098 - Reason: The uplifting story of personal revival and overcoming challenges resonates with the user's appreciation for character-driven dramas like "The Usual Suspects" and "Gods and Monsters." Rank 3: Movie 1651 - Reason: The theme of self-acceptance and the music backdrop aligns with the user's interest in character exploration, similar to the dynamics in "High Art." Rank 4: Movie 3410 - Reason: The emotional journey of siblings fulfilling their mother's wishes connects with the user's taste for heartfelt stories seen in "Welcome to the Dollhouse." Rank 5: Movie 313 - Reason: The romantic and fantastical elements of this animated film may appeal to the user's appreciation for lighter, whimsical narratives, contrasting with their usual darker themes. Rank 6: Movie 1921 - Reason: The psychological intensity and mystery elements resonate with the user's preference for thought-provoking narratives, akin to "The Usual Suspects" and "Pi." Rank 7: Movie 3 - Reason: The comedic elements and romantic tensions might not align as closely with the user's preference for more serious and dramatic storytelling. Rank 8: Movie 1543 - Reason: The exploration of life under a repressive regime may not connect with the user's typical interest in more mainstream narratives, making it less appealing. Rank 9: Movie 3420 - Reason: The moral dilemmas presented in this crime drama may be engaging, but the heavy themes might not resonate as strongly with the user's lighter preferences. Rank 10: Movie 2836 - Reason: While it has romantic elements, the coming-of-age story may not hold the same depth or complexity that the user typically enjoys in their movie choices.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.), Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.), Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.), Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.), Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.), Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.), Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 3623:Mission: Impossible II (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt races to stop a biological weapon threat.), Movie 1841:The Gingerbread Man (Genres: Thriller; Language: en; Overview: Lawyer defends woman; threats escalate after her father's escape.),, Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.),, Movie 464:Hard Target (Genres: Action, Adventure, Crime, Thriller; Language: en; Overview: Woman searches for missing father, discovers wealthy hunter's crime.),, Movie 480:Jurassic Park (Genres: Adventure, Science Fiction; Language: en; Overview: Entrepreneur's dinosaur theme park fails; dinosaurs escape, chaos ensues.),, Movie 1662:Gang Related (Genres: Action, Drama; Language: en; Overview: Corrupt cops profit from drugs, but kill undercover agent, face consequences.),, Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 1715:Office Killer (Genres: Comedy, Horror, Thriller; Language: en; Overview: Lonely proofreader creates macabre basement office after accidental murder.),, Movie 1534:Le Bonheur (Genres: Drama, Romance; Language: fr; Overview: François, a carpenter, has a happy life until meeting Emilie.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3623 - Reason: This movie features high-stakes action and adventure, appealing to the user's taste for thrilling narratives as seen in "Reservoir Dogs" and "El Mariachi." Rank 2: Movie 480 - Reason: The blend of science fiction and adventure in a chaotic setting resonates with the user's appreciation for imaginative storytelling, similar to "The City of Lost Children." Rank 3: Movie 1715 - Reason: The dark comedy and thriller elements align with the user's interest in unique and unconventional narratives, akin to "Citizen Ruth." Rank 4: Movie 1921 - Reason: The psychological thriller aspect and exploration of complex themes match the user's preference for thought-provoking stories, as seen in "Glengarry Glen Ross." Rank 5: Movie 1841 - Reason: This thriller's focus on legal drama and escalating tension may appeal to the user's interest in crime narratives, similar to "Gang Related." Rank 6: Movie 1662 - Reason: The action and drama elements reflect the user's taste for intense storytelling, reminiscent of "Four Days in September." Rank 7: Movie 908 - Reason: The classic mystery and thriller elements align with the user's enjoyment of suspenseful narratives, similar to "Reservoir Dogs." Rank 8: Movie 1534 - Reason: The romantic drama may not resonate as strongly with the user, who seems to prefer more intense and complex narratives. Rank 9: Movie 1250 - Reason: The historical war drama may not align with the user's primary interests in crime and psychological themes found in their preferred films. Rank 10: Movie 464 - Reason: While it has action elements, the focus on a missing person's search may not capture the user's interest as much as their favored thrillers and dramas.

Rank 1: Movie 3623 - Reason: This movie combines action, adventure, and thriller elements, aligning with the user's interest in dynamic and intense narratives as seen in their history. Rank 2: Movie 480 - Reason: The science fiction and adventure aspects resonate with the user's enjoyment of fantastical and thrilling plots, similar to "The City of Lost Children." Rank 3: Movie 1841 - Reason: This thriller features escalating tension and a complex narrative, appealing to the user's preference for gripping and suspenseful stories. Rank 4: Movie 1534 - Reason: The romantic drama explores complex relationships, which may connect with the user's appreciation for character-driven narratives as seen in "All About My Mother." Rank 5: Movie 1921 - Reason: The psychological intensity and mystery elements align with the user's interest in thought-provoking and intelligent narratives, similar to "Glengarry Glen Ross." Rank 6: Movie 1250 - Reason: This historical drama involves themes of conflict and resilience, appealing to the user's taste for serious and impactful storytelling, like "Four Days in September." Rank 7: Movie 464 - Reason: The action and crime elements may not resonate as strongly with the user, who seems to prefer more character-focused dramas. Rank 8: Movie 908 - Reason: While this mystery thriller has engaging elements, it may not fully align with the user's preference for deeper emotional narratives. Rank 9: Movie 1715 - Reason: The combination of comedy and horror may not match the user's typical preferences, which lean towards more serious and dramatic themes. Rank 10: Movie 1662 - Reason: The focus on crime and corruption may not appeal to the user, who tends to favor narratives with more emotional depth and character development.

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.), Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.), Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.), Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.), Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.) There are 10 Candidates for recommendation: Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 3120:The Distinguished Gentleman (Genres: Comedy; Language: en; Overview: Con man exploits Congressman’s death to enter Congress, then fights back.), Movie 663:Kids in the Hall: Brain Candy (Genres: Comedy; Language: en; Overview: Pill enhances happy memories but causes unfortunate side effects.),, Movie 2830:Cabaret Balkan (Genres: Drama; Language: sr; Overview: Mid-nineties Belgrade: interconnected stories explore brutality, violence, accountability.),, Movie 792:A Hungarian Fairy Tale (Genres: ; Language: en; Overview: Orphan Andris searches for nonexistent father; clerk rebels against bureaucracy.),, Movie 2783:The Tomb of Ligeia (Genres: Horror, Drama; Language: en; Overview: Man haunted by deceased wife's spirit affects his second marriage.),, Movie 2909:Five Wives, Three Secretaries and Me (Genres: Documentary; Language: en; Overview: Daughter explores father's life, revealing truths beyond myth and wealth.),, Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 3120 - Reason: This movie's exploration of political manipulation and moral dilemmas resonates with the user's interest in complex narratives, similar to "Bob Roberts." Rank 2: Movie 2783 - Reason: The haunting themes and emotional depth align with the user's appreciation for dramatic storytelling, as seen in "High Art" and "Kundun." Rank 3: Movie 1535 - Reason: The focus on friendship and emotional connections during a summer retreat connects with the user's enjoyment of character-driven dramas like "All About My Mother." Rank 4: Movie 2501 - Reason: This inspirational story about pursuing dreams against the odds mirrors the user's interest in uplifting narratives, similar to "Rushmore." Rank 5: Movie 792 - Reason: The whimsical and surreal elements in this fairy tale may appeal to the user's taste for unique storytelling, akin to "The City of Lost Children." Rank 6: Movie 509 - Reason: The intense emotional journey of love and conflict in a historical setting aligns with the user's appreciation for drama and romance, as seen in "Howards End." Rank 7: Movie 2830 - Reason: The interconnected stories exploring societal issues resonate with the user's interest in thought-provoking dramas, similar to "The City of Lost Children." Rank 8: Movie 1250 - Reason: The historical context and moral complexities of war reflect the user's taste for serious narratives, akin to "Kundun." Rank 9: Movie 663 - Reason: The absurd humor and unconventional storytelling may not align with the user's preference for more serious and dramatic narratives. Rank 10: Movie 2909 - Reason: The documentary format and personal exploration may not resonate as strongly with the user's preference for fictional narratives and character-driven stories.

Rank 1: Movie 2501 - Reason: This film's inspirational story about pursuing dreams against adversity resonates with the user's appreciation for character-driven narratives, as seen in "The City of Lost Children." Rank 2: Movie 1535 - Reason: The themes of friendship and personal growth in a dramatic setting align with the user's interest in heartfelt stories, similar to "High Art." Rank 3: Movie 2830 - Reason: The interconnected stories exploring societal issues and human experiences match the user's taste for complex narratives, akin to "All About My Mother." Rank 4: Movie 2909 - Reason: The documentary's personal exploration of family truths appeals to the user's interest in character-driven dramas, similar to "Bob Roberts." Rank 5: Movie 1250 - Reason: The historical drama's exploration of moral dilemmas and leadership resonates with the user's appreciation for thought-provoking stories, as in "Kundun." Rank 6: Movie 2783 - Reason: The haunting themes and psychological depth align with the user's interest in complex emotional narratives, akin to "High Art." Rank 7: Movie 663 - Reason: The comedic yet thought-provoking premise of memory enhancement may not align with the user's preference for more serious narratives, as seen in "Rushmore." Rank 8: Movie 509 - Reason: The romantic and dramatic elements of a mute pianist's struggles may not fully resonate with the user's preference for more comedic or light-hearted films, like "Romy and Michele's High School Reunion." Rank 9: Movie 792 - Reason: The lack of a clear genre or strong narrative focus may not appeal to the user, who prefers more structured storytelling, as seen in their history. Rank 10: Movie 3120 - Reason: The comedic premise involving political satire may not align with the user's taste for deeper, character-driven stories, as demonstrated in "Howards End."

You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step. This user's historical interactions: Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.), Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.), Movie 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 1729:Jackie Brown (Genres: Comedy, Crime, Romance; Language: en; Overview: Jackie Brown schemes to keep smuggled money from her boss.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.) There are 10 Candidates for recommendation: Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 2470:Crocodile Dundee (Genres: Adventure, Comedy; Language: en; Overview: Crocodile Dundee navigates New York City, blending cultures humorously.),, Movie 1487:Selena (Genres: Drama; Language: en; Overview: Selena rises to fame but faces tragic obstacles and challenges.),, Movie 3894:Alone (Genres: Drama, Foreign; Language: es; Overview: Maria seeks independence, facing challenges while forming new connections.), Movie 2157:The Chambermaid on the Titanic (Genres: Drama; Language: en; Overview: Horty wins Titanic contest, meets Marie, shares room, suspects infidelity.),, Movie 3299:Hanging Up (Genres: Comedy, Drama; Language: en; Overview: Three sisters navigate complex feelings about their father's impending death.),, Movie 606:Candyman: Farewell to the Flesh (Genres: Horror; Language: en; Overview: Candyman returns to New Orleans, targeting a teacher with ties.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 1910:I Went Down (Genres: Action, Comedy, Crime; Language: en; Overview: Git faces moral dilemmas while rescuing friends from danger.),, Movie 3624:Shanghai Noon (Genres: Adventure, Action, Comedy, Western; Language: en; Overview: Clumsy guard teams with outlaw to rescue kidnapped Princess Pei Pei.), Strictly follow the output format: Rank1: movieid - Reason: explain why the user would most likely enjoy this movie Rank2: movieid - Reason: explain why the user would likely enjoy this movie second ... Rank10: movieid - Reason: explain why the user would like this movie last Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.

Rank 1: Movie 509 - Reason: The emotional depth and exploration of love and conflict resonate with the user's appreciation for character-driven dramas like "Orlando" and "Boys Don't Cry." Rank 2: Movie 3624 - Reason: The blend of adventure and comedy provides a light-hearted contrast to the user's preference for more serious films, similar to the humor found in "Pulp Fiction." Rank 3: Movie 2157 - Reason: The intimate character study and dramatic tension align with the user's interest in complex narratives as seen in "Living in Oblivion" and "Glengarry Glen Ross." Rank 4: Movie 1250 - Reason: The historical and war elements combined with strong character arcs appeal to the user's taste for dramatic storytelling, akin to "The Hunt for Red October." Rank 5: Movie 3299 - Reason: The familial dynamics and emotional complexity resonate with the user's appreciation for character relationships, similar to "Boys Don't Cry." Rank 6: Movie 2470 - Reason: The humorous cultural clash aligns with the user's enjoyment of comedy and adventure, reminiscent of the lighter moments in "Bullets Over Broadway." Rank 7: Movie 3894 - Reason: The exploration of independence and personal struggles connects with the user's interest in character-driven dramas, similar to "Boys Don't Cry." Rank 8: Movie 1487 - Reason: The tragic rise to fame parallels the user's interest in emotional narratives, as seen in "Boys Don't Cry" and "The Piano." Rank 9: Movie 606 - Reason: The horror genre may not align with the user's preferences for drama and comedy, making this a less appealing choice. Rank 10: Movie 1910 - Reason: The blend of action and comedy may not resonate as strongly with the user's preference for more serious and dramatic narratives.

Rank 1: Movie 509 - Reason: The emotional depth and exploration of love and conflict in this drama resonate with the user's appreciation for character-driven narratives, as seen in "Orlando" and "Boys Don't Cry." Rank 2: Movie 606 - Reason: The horror elements combined with a strong narrative may appeal to the user's interest in intense and gripping stories, similar to the thrill found in "Pulp Fiction" and "Reservoir Dogs." Rank 3: Movie 1910 - Reason: The blend of action, comedy, and crime aligns with the user's enjoyment of films like "Jackie Brown" and "Bullets Over Broadway," which feature moral dilemmas and humor. Rank 4: Movie 3624 - Reason: The adventure and comedy in this film match the user's taste for lighthearted yet engaging stories, reflecting the fun elements found in "Crocodile Dundee." Rank 5: Movie 2157 - Reason: This drama's focus on personal relationships and emotional struggles resonates with the user's interest in character exploration, akin to "The Hunt for Red October." Rank 6: Movie 3299 - Reason: The blend of comedy and drama about family dynamics aligns with the user's appreciation for character-centric narratives, similar to "Living in Oblivion." Rank 7: Movie 2470 - Reason: The humorous cultural clash in this adventure-comedy reflects the user's enjoyment of light-hearted films, as seen in "The Nightmare Before Christmas." Rank 8: Movie 1250 - Reason: The historical drama and themes of resilience may not strongly align with the user's preference for more contemporary or comedic narratives, as seen in their top choices. Rank 9: Movie 1487 - Reason: While this film has emotional depth, its focus on tragedy may not resonate as much with the user's preference for lighter or more comedic films. Rank 10: Movie 3894 - Reason: The foreign language aspect and potentially slower pacing may not align with the user's preference for more dynamic and engaging storytelling found in their favored films.