prompt: 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 223:Clerks (Genres: Comedy; Language: en; Overview: Bored clerks Dante and Randal navigate life with humor and antics.), Movie 745:A Close Shave (Genres: Family, Animation, Comedy; Language: en; Overview: Wallace loves Wendolene, unaware of her sheep-rustling schemes.), Movie 905:It Happened One Night (Genres: Comedy, Romance; Language: en; Overview: Ellie escapes marriage, teams up with reporter for return journey.), Movie 935:The Band Wagon (Genres: Comedy, Music; Language: en; Overview: Artistic director transforms new Broadway musical into something unrecognizable.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.), Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3097:The Shop Around the Corner (Genres: Comedy, Romance; Language: en; Overview: Two feuding employees unknowingly fall in love as pen pals.), Movie 3152:The Last Picture Show (Genres: Drama; Language: en; Overview: Sonny matures in a small Texas town during the 1950s.)
  There are 10 Candidates for recommendation: Movie 3740:Big Trouble in Little China (Genres: Action, Adventure, Comedy, Fantasy; Language: en; Overview: Trucker Jack battles sorcerer Lo Pan for Wang's green-eyed fiancée.),, Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.),, Movie 3910:Dancer in the Dark (Genres: Drama, Crime, Music; Language: en; Overview: Czech immigrant Selma copes with blindness through musical escapism.), Movie 1304:Butch Cassidy and the Sundance Kid (Genres: History, Drama, Western, Crime; Language: en; Overview: Butch Cassidy and Sundance Kid flee to South America from law.),, Movie 3547:Prick Up Your Ears (Genres: Drama; Language: en; Overview: Biographical drama of playwright Joe Orton and his tumultuous relationship.),, Movie 2456:The Fly II (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Martin Brundle, a mutant, is raised by Bartok Inc. employees.),, Movie 3608:Pee-wee's Big Adventure (Genres: Adventure, Comedy; Language: en; Overview: Pee-wee Herman's bike theft leads to a quirky adventure.),, Movie 3289:Not One Less (Genres: Drama; Language: zh; Overview: Teacher Gao entrusts inexperienced Wei to protect his students' futures.),, Movie 3451:Guess Who's Coming to Dinner (Genres: Comedy, Drama, Romance; Language: en; Overview: Couple's attitudes challenged when daughter brings home black fiancé.),, Movie 1913:Picnic at Hanging Rock (Genres: Thriller, Drama, Mystery; Language: en; Overview: Girls vanish mysteriously during a picnic at Hanging Rock.),
  
  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.
chosen: Rank 1: Movie 3451 - Reason: This movie combines comedy, drama, and romance, aligning with the user's interest in character-driven narratives and romantic themes found in films like "It Happened One Night" and "The Shop Around the Corner."  
  Rank 2: Movie 1913 - Reason: The mystery and dramatic elements resonate with the user's preference for complex stories, as seen in their interest in dramas like "The Last Picture Show."  
  Rank 3: Movie 2456 - Reason: The horror and science fiction aspects provide a unique twist that could intrigue the user, similar to the creative storytelling found in "Being John Malkovich."  
  Rank 4: Movie 3910 - Reason: This film's exploration of deep emotional themes through music aligns with the user's appreciation for dramatic narratives, reminiscent of "The Graduate."  
  Rank 5: Movie 3289 - Reason: The focus on the challenges faced by a teacher in a dramatic context mirrors the user's interest in character-centric dramas.  
  Rank 6: Movie 3547 - Reason: The biographical drama about a tumultuous relationship may appeal to the user's interest in complex character interactions, similar to "The Last Picture Show."  
  Rank 7: Movie 1304 - Reason: This classic film's blend of history, drama, and crime resonates with the user's inclination towards stories involving adventure and strong character dynamics.  
  Rank 8: Movie 1834 - Reason: The crime and mystery elements in this film align with the user's appreciation for intricate plots as seen in "Being John Malkovich."  
  Rank 9: Movie 3740 - Reason: The mix of action, adventure, and comedy offers a light-hearted and entertaining experience, fitting well with the user's love for comedic films like "Clerks."  
  Rank 10: Movie 3608 - Reason: This adventure-comedy aligns with the user's taste for quirky and humorous narratives, similar to "Young Frankenstein."
rejected: Rank 1: Movie 1304 - Reason: This classic film's blend of history, drama, and crime resonates with the user's inclination towards stories involving adventure and strong character dynamics.  
  Rank 2: Movie 1834 - Reason: The crime and mystery elements in this film align with the user's appreciation for intricate plots as seen in "Being John Malkovich."  
  Rank 3: Movie 3547 - Reason: The biographical drama about a tumultuous relationship may appeal to the user's interest in complex character interactions, similar to "The Last Picture Show."  
  Rank 4: Movie 2456 - Reason: The horror and science fiction aspects provide a unique twist that could intrigue the user, similar to the creative storytelling found in "Being John Malkovich."  
  Rank 5: Movie 3451 - Reason: This movie combines comedy, drama, and romance, aligning with the user's interest in character-driven narratives and romantic themes found in films like "It Happened One Night" and "The Shop Around the Corner."  
  Rank 6: Movie 3740 - Reason: The mix of action, adventure, and comedy offers a light-hearted and entertaining experience, fitting well with the user's love for comedic films like "Clerks."  
  Rank 7: Movie 1913 - Reason: The mystery and dramatic elements resonate with the user's preference for complex stories, as seen in their interest in dramas like "The Last Picture Show."  
  Rank 8: Movie 3289 - Reason: The focus on the challenges faced by a teacher in a dramatic context mirrors the user's interest in character-centric dramas.  
  Rank 9: Movie 3608 - Reason: This adventure-comedy aligns with the user's taste for quirky and humorous narratives, similar to "Young Frankenstein."
  Rank 10: Movie 3910 - Reason: This film's exploration of deep emotional themes through music aligns with the user's appreciation for dramatic narratives, reminiscent of "The Graduate."  