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 357:Four Weddings and a Funeral (Genres: Comedy, Drama, Romance; Language: en; Overview: British comedy follows Charles and Carrie navigating love through weddings.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 2065:The Purple Rose of Cairo (Genres: Fantasy, Comedy, Romance; Language: en; Overview: Cecilia escapes dreary life through movies during the Great Depression.), Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.), Movie 2541:Cruel Intentions (Genres: Drama, Romance, Thriller; Language: en; Overview: Kathryn challenges Sebastian; win a prize, lose a possession.), Movie 2935:The Lady Eve (Genres: Comedy, Romance; Language: en; Overview: Love, misunderstanding, disguise; Jean torments Charles after their split.), Movie 3095:The Grapes of Wrath (Genres: Drama; Language: en; Overview: Tom Joad returns home, family displaced, seeks new life in California.), Movie 3097:The Shop Around the Corner (Genres: Comedy, Romance; Language: en; Overview: Two feuding employees unknowingly fall in love as pen pals.)
  There are 10 Candidates for recommendation: Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 2968:Time Bandits (Genres: Family, Fantasy, Science Fiction, Adventure, Comedy; Language: en; Overview: Kevin joins six dwarfs on time-traveling treasure adventures.),, Movie 1280:Raise the Red Lantern (Genres: Drama; Language: zh; Overview: Songlian navigates rivalry and power struggles among her husband's wives.),, Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.),, Movie 998:Set It Off (Genres: Drama, Action, Crime; Language: en; Overview: Four black women rob banks, facing challenges and growing distrust.),, Movie 1360:Identification of a Woman (Genres: Romance, Drama; Language: it; Overview: Director Niccolò seeks women for a film after heartbreak.),, Movie 1816:Two Girls and a Guy (Genres: Drama, Romance; Language: en; Overview: Two women confront their cheating actor boyfriend over his deceit.),, Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.),, Movie 1335:Blood Beach (Genres: Science Fiction, Horror, Comedy; Language: en; Overview: Mysterious creature attacks beachgoers; old friends search for answers.),, Movie 3851:Margaret Cho: I'm the One That I Want (Genres: Comedy; Language: en; Overview: Margaret Cho's monologue explores her journey through fame and recovery.)
  
  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 3552 - Reason: This comedy features relatable themes of ambition and competition, which resonate with the user's enjoyment of romantic comedies like "Four Weddings and a Funeral" and "Singin' in the Rain."  
  Rank 2: Movie 1196 - Reason: The adventurous and action-packed storyline aligns with the user's taste for engaging narratives seen in films like "Romancing the Stone."  
  Rank 3: Movie 2968 - Reason: This film combines fantasy and adventure elements, appealing to the user's interest in imaginative storytelling as shown by their appreciation for "The Purple Rose of Cairo."  
  Rank 4: Movie 1360 - Reason: The romantic and dramatic themes resonate with the user's fondness for deep emotional stories, similar to "Cinema Paradiso" and "Cruel Intentions."  
  Rank 5: Movie 1816 - Reason: The focus on relationships and emotional turmoil matches the user's preference for romantic dramas as evidenced by their interest in "The Lady Eve."  
  Rank 6: Movie 17 - Reason: This adaptation of Jane Austen's work captures complex romantic dynamics, aligning well with the user's enjoyment of romance in films like "Four Weddings and a Funeral."  
  Rank 7: Movie 998 - Reason: The themes of struggle and resilience resonate with the user's interest in dramatic narratives, similar to "On the Waterfront."  
  Rank 8: Movie 3851 - Reason: This stand-up comedy explores personal experiences, appealing to the user's taste for humor as seen in their enjoyment of comedies like "The Shop Around the Corner."  
  Rank 9: Movie 1280 - Reason: The dramatic exploration of interpersonal conflicts aligns with the user's appreciation for serious storytelling reflected in their history with films like "Cruel Intentions."  
  Rank 10: Movie 1335 - Reason: This film's mix of horror and comedy provides a unique twist, appealing to the user's diverse taste in genres, including the comedic elements present in "Caddyshack."
rejected: Rank 1: Movie 1196 - Reason: The adventurous and action-packed storyline aligns with the user's taste for engaging narratives seen in films like "Romancing the Stone."  
  Rank 2: Movie 2968 - Reason: This film combines fantasy and adventure elements, appealing to the user's interest in imaginative storytelling as shown by their appreciation for "The Purple Rose of Cairo."  
  Rank 3: Movie 3552 - Reason: This comedy features relatable themes of ambition and competition, which resonate with the user's enjoyment of romantic comedies like "Four Weddings and a Funeral" and "Singin' in the Rain."  
  Rank 4: Movie 1360 - Reason: The romantic and dramatic themes resonate with the user's fondness for deep emotional stories, similar to "Cinema Paradiso" and "Cruel Intentions."  
  Rank 5: Movie 1280 - Reason: The dramatic exploration of interpersonal conflicts aligns with the user's appreciation for serious storytelling reflected in their history with films like "Cruel Intentions."  
  Rank 6: Movie 998 - Reason: The themes of struggle and resilience resonate with the user's interest in dramatic narratives, similar to "On the Waterfront."  
  Rank 7: Movie 1335 - Reason: This film's mix of horror and comedy provides a unique twist, appealing to the user's diverse taste in genres, including the comedic elements present in "Caddyshack."
  Rank 8: Movie 3851 - Reason: This stand-up comedy explores personal experiences, appealing to the user's taste for humor as seen in their enjoyment of comedies like "The Shop Around the Corner."  
  Rank 9: Movie 1816 - Reason: The focus on relationships and emotional turmoil matches the user's preference for romantic dramas as evidenced by their interest in "The Lady Eve."  
  Rank 10: Movie 17 - Reason: This adaptation of Jane Austen's work captures complex romantic dynamics, aligning well with the user's enjoyment of romance in films like "Four Weddings and a Funeral."  