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 671:Mystery Science Theater 3000: The Movie (Genres: Comedy, Science Fiction; Language: en; Overview: Evil scientist plans to torment Mike Nelson with terrible movie.), Movie 1080:Life of Brian (Genres: Comedy; Language: en; Overview: Brian Cohen, an average man, mistakenly becomes the Messiah.), Movie 1238:Local Hero (Genres: Comedy, Drama; Language: en; Overview: American oil company tries to buy village in Scotland; complications arise.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 2174:Beetlejuice (Genres: Fantasy, Comedy; Language: en; Overview: Young couple becomes poltergeists, seek help to scare new owners.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.), Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.), Movie 3424:Do the Right Thing (Genres: Drama; Language: en; Overview: On a hot day, hate erupts into violence in Brooklyn.)
  There are 10 Candidates for recommendation: Movie 3543:Diner (Genres: Comedy, Drama; Language: en; Overview: Five young men resist adulthood, finding refuge in their Diner.),, Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.),, Movie 2064:Roger & Me (Genres: Documentary, History; Language: en; Overview: Documentary on Flint GM plant closure, job loss, and interviews.),, Movie 216:Billy Madison (Genres: Comedy; Language: en; Overview: Billy Madison must complete school to inherit his father's empire.),, Movie 568:Bhaji on the Beach (Genres: Comedy, Drama; Language: en; Overview: Indian women from Birmingham travel together to Blackpool beach resort.),, Movie 3513:Rules of Engagement (Genres: Action, Adventure, Drama, History, War; Language: en; Overview: War hero on trial for failed rescue; friend defends him.),, Movie 3727:Near Dark (Genres: Drama, Horror, Thriller; Language: en; Overview: Midwestern boy becomes undead after meeting southern vampire girl.), Movie 3038:A Face in the Crowd (Genres: Drama; Language: en; Overview: Lonesome Rhodes rises from guitar picker to media and political star.),, Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.),, Movie 503:The New Age (Genres: Comedy, Drama; Language: en; Overview: Couple seeks meaning through business and New Age after job loss.),
  
  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 3543 - Reason: This movie blends comedy and drama, resonating with the user's preference for character-driven stories that explore relationships, similar to their interest in "Local Hero" and "Bull Durham."  
  Rank 2: Movie 3727 - Reason: While primarily a drama and horror film, it contains intense emotional elements that may appeal to the user's enjoyment of complex narratives like "Do the Right Thing."  
  Rank 3: Movie 3038 - Reason: This film's exploration of fame and media aligns with the user's appreciation for thoughtful storytelling, as seen in "Being John Malkovich."  
  Rank 4: Movie 2064 - Reason: The documentary style and social commentary may resonate with the user's interest in narratives that explore real-life issues, similar to "Do the Right Thing."  
  Rank 5: Movie 3527 - Reason: This action-packed science fiction film offers thrilling elements that might appeal to the user's enjoyment of suspenseful and adventurous stories like "Mystery Science Theater 3000: The Movie."  
  Rank 6: Movie 568 - Reason: The comedic and dramatic themes of this film reflect the user's preference for character interactions and cultural exploration, akin to "Ferris Bueller's Day Off."  
  Rank 7: Movie 3552 - Reason: This classic comedy about ambition and personal growth aligns with the user's enjoyment of humor and relatable characters, similar to "Billy Madison."  
  Rank 8: Movie 503 - Reason: The exploration of existential themes through comedy and drama resonates with the user's interest in layered storytelling, much like "Groundhog Day."  
  Rank 9: Movie 3513 - Reason: The intense drama and themes of conflict may appeal to the user's interest in deeper narratives, as seen in "Do the Right Thing."  
  Rank 10: Movie 216 - Reason: This comedy about personal growth and school life aligns with the user's enjoyment of lighthearted yet meaningful stories, similar to "Ferris Bueller's Day Off."
rejected: Rank 1: Movie 3727 - Reason: While primarily a drama and horror film, it contains intense emotional elements that may appeal to the user's enjoyment of complex narratives like "Do the Right Thing."  
  Rank 2: Movie 2064 - Reason: The documentary style and social commentary may resonate with the user's interest in narratives that explore real-life issues, similar to "Do the Right Thing."  
  Rank 3: Movie 3552 - Reason: This classic comedy about ambition and personal growth aligns with the user's enjoyment of humor and relatable characters, similar to "Billy Madison."  
  Rank 4: Movie 3038 - Reason: This film's exploration of fame and media aligns with the user's appreciation for thoughtful storytelling, as seen in "Being John Malkovich."  
  Rank 5: Movie 568 - Reason: The comedic and dramatic themes of this film reflect the user's preference for character interactions and cultural exploration, akin to "Ferris Bueller's Day Off."  
  Rank 6: Movie 3527 - Reason: This action-packed science fiction film offers thrilling elements that might appeal to the user's enjoyment of suspenseful and adventurous stories like "Mystery Science Theater 3000: The Movie."  
  Rank 7: Movie 3543 - Reason: This movie blends comedy and drama, resonating with the user's preference for character-driven stories that explore relationships, similar to their interest in "Local Hero" and "Bull Durham."  
  Rank 8: Movie 503 - Reason: The exploration of existential themes through comedy and drama resonates with the user's interest in layered storytelling, much like "Groundhog Day."  
  Rank 9: Movie 216 - Reason: This comedy about personal growth and school life aligns with the user's enjoyment of lighthearted yet meaningful stories, similar to "Ferris Bueller's Day Off."
  Rank 10: Movie 3513 - Reason: The intense drama and themes of conflict may appeal to the user's interest in deeper narratives, as seen in "Do the Right Thing."  