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 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 357:Four Weddings and a Funeral (Genres: Comedy, Drama, Romance; Language: en; Overview: British comedy follows Charles and Carrie navigating love through weddings.), Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.), Movie 1935:How Green Was My Valley (Genres: Drama; Language: en; Overview: Welsh mining family's hopes for a better life; sentimental atmosphere.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2541:Cruel Intentions (Genres: Drama, Romance, Thriller; Language: en; Overview: Kathryn challenges Sebastian; win a prize, lose a possession.), Movie 3613:Things Change (Genres: Drama, Comedy, Crime; Language: en; Overview: Mafia henchman and shoe repairman become unlikely friends in danger.), Movie 3685:Prizzi's Honor (Genres: Romance, Comedy, Crime, Drama; Language: en; Overview: Hitman couple falls in love, discovers they're hired to kill each other.)
  There are 10 Candidates for recommendation: Movie 2730:Barry Lyndon (Genres: Drama, Romance, War; Language: en; Overview: Young Irish farm boy Redmond Barry loves cousin, joins army.),, Movie 3099:Shampoo (Genres: Comedy, Drama, Romance; Language: en; Overview: Beverly Hills hairstylist's ambitions hindered by reckless romantic entanglements.),, Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.),, Movie 215:Before Sunrise (Genres: Drama, Romance; Language: en; Overview: American boy and French girl connect in Vienna's fairytale love.),, Movie 3176:The Talented Mr. Ripley (Genres: Thriller, Crime, Drama; Language: en; Overview: Tom Ripley schemes to assume another's life through deception.),, Movie 3005:The Bone Collector (Genres: Drama, Mystery, Thriller, Crime; Language: en; Overview: Rookie cop teams with paralyzed detective to catch serial killer.),, Movie 3863:The Cell (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Therapist explores comatose killer's mind to rescue his victim.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.),, Movie 1937:Going My Way (Genres: Drama, Comedy, Music; Language: en; Overview: Father Chuck O'Malley revitalizes a struggling parish with connection.),, Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.),
  
  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 3176 - Reason: This movie combines elements of thriller and crime with a focus on deception, aligning with the user's interest in complex narratives as seen in "The Shawshank Redemption" and "Cruel Intentions."
  
  Rank 2: Movie 2730 - Reason: The themes of romance and personal ambition resonate with the user's appreciation for character-driven stories, similar to "Grease" and "Four Weddings and a Funeral."
  
  Rank 3: Movie 3163 - Reason: This film's blend of comedy and drama reflects the user's enjoyment of light-hearted yet meaningful storytelling, akin to "Bullets Over Broadway" and "Shampoo."
  
  Rank 4: Movie 1704 - Reason: The focus on personal growth and emotional depth connects with the user's affinity for dramatic narratives like "Rain Man" and "How Green Was My Valley."
  
  Rank 5: Movie 3099 - Reason: This movie's exploration of romantic entanglements within a comedic framework resonates with the user's taste for romantic comedies, similar to "Four Weddings and a Funeral."
  
  Rank 6: Movie 3005 - Reason: The dramatic mystery elements and crime narrative align well with the user's interest in intense and suspenseful stories, as seen in "The Shawshank Redemption."
  
  Rank 7: Movie 3863 - Reason: The psychological thriller aspect and exploration of the mind cater to the user's preference for thought-provoking narratives, reminiscent of "Pulp Fiction."
  
  Rank 8: Movie 215 - Reason: A romantic story set against a backdrop of travel and connection echoes the user's appreciation for heartfelt romance, similar to "Shakespeare in Love."
  
  Rank 9: Movie 1937 - Reason: The blend of drama and comedy in a community setting resonates with the user's enjoyment of uplifting stories like "Things Change."
  
  Rank 10: Movie 296 - Reason: The intertwining of crime and dark humor aligns with the user's taste for complex, engaging plots, as seen in "Prizzi's Honor."
rejected: Rank 1: Movie 3176 - Reason: This movie combines elements of thriller and crime with a focus on deception, aligning with the user's interest in complex narratives as seen in "The Shawshank Redemption" and "Cruel Intentions."
  Rank 2: Movie 3005 - Reason: The dramatic mystery elements and crime narrative align well with the user's interest in intense and suspenseful stories, as seen in "The Shawshank Redemption."
  Rank 3: Movie 215 - Reason: A romantic story set against a backdrop of travel and connection echoes the user's appreciation for heartfelt romance, similar to "Shakespeare in Love."
  Rank 4: Movie 3863 - Reason: The psychological thriller aspect and exploration of the mind cater to the user's preference for thought-provoking narratives, reminiscent of "Pulp Fiction."
  Rank 5: Movie 3163 - Reason: This film's blend of comedy and drama reflects the user's enjoyment of light-hearted yet meaningful storytelling, akin to "Bullets Over Broadway" and "Shampoo."
  Rank 6: Movie 1937 - Reason: The blend of drama and comedy in a community setting resonates with the user's enjoyment of uplifting stories like "Things Change."
  Rank 7: Movie 296 - Reason: The intertwining of crime and dark humor aligns with the user's taste for complex, engaging plots, as seen in "Prizzi's Honor."
  Rank 8: Movie 3099 - Reason: This movie's exploration of romantic entanglements within a comedic framework resonates with the user's taste for romantic comedies, similar to "Four Weddings and a Funeral."
  Rank 9: Movie 2730 - Reason: The themes of romance and personal ambition resonate with the user's appreciation for character-driven stories, similar to "Grease" and "Four Weddings and a Funeral."
  Rank 10: Movie 1704 - Reason: The focus on personal growth and emotional depth connects with the user's affinity for dramatic narratives like "Rain Man" and "How Green Was My Valley."