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 307:Three Colors: Blue (Genres: Drama, Music, Mystery; Language: fr; Overview: Woman seeks purpose following the loss of husband and child.), Movie 556:The War Room (Genres: Documentary, History; Language: en; Overview: Documentary highlights Clinton campaign through spin doctors Carville and Stephanopoulos.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 2202:Lifeboat (Genres: Drama, War; Language: en; Overview: Survivors stranded in lifeboat after German U-boat sinks ship.), Movie 2357:Central Station (Genres: Drama; Language: pt; Overview: A teacher helps a boy find his unknown father after loss.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.)
  There are 10 Candidates for recommendation: Movie 2971:All That Jazz (Genres: Drama, Music; Language: en; Overview: Fosse's film explores a director's obsession and personal collapse.),, Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.),, Movie 2766:The Adventures of Sebastian Cole (Genres: Drama, Comedy; Language: en; Overview: Sebastian navigates family changes and self-destructive adventures in high school.),, Movie 2951:A Fistful of Dollars (Genres: Western; Language: it; Overview: Stranger exploits conflict between Rojo brothers and sheriff for profit.),, Movie 2117:Nineteen Eighty-Four (Genres: Drama, Romance, Science Fiction; Language: en; Overview: Orwell's novel depicts a man rebelling through love in dystopia.),, Movie 246:Hoop Dreams (Genres: Documentary; Language: en; Overview: Two Chicago teens pursue basketball dreams through high school challenges.),, Movie 2204:Saboteur (Genres: Thriller, War; Language: en; Overview: Wrongly accused worker flees across U.S. after friend's death.),, Movie 3664:Puppet Master 5: The Final Chapter (Genres: Horror; Language: en; Overview: Puppets defend new master against demon God threatening existence.), Movie 199:The Umbrellas of Cherbourg (Genres: Drama, Romance; Language: fr; Overview: Young couple faces love and choices during wartime separation.),, Movie 728:Cold Comfort Farm (Genres: Comedy, Drama, Romance; Language: en; Overview: Orphaned girl revitalizes her relatives' lives at Cold Comfort Farm.),
  
  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 3163 - Reason: This film's combination of comedy, drama, and music aligns with the user's enjoyment of musicals and character-driven narratives, as seen in "Singin' in the Rain" and "Waiting for Guffman."  
  Rank 2: Movie 2204 - Reason: The thriller and war elements resonate with the user's appreciation for dramatic tension, similar to "Lifeboat," which features survival under dire circumstances.  
  Rank 3: Movie 2117 - Reason: The dystopian themes and romantic elements match the user's interest in complex narratives, akin to the emotional depth found in "Three Colors: Blue."  
  Rank 4: Movie 728 - Reason: This film's blend of comedy and romance is reminiscent of the user's enjoyment of lighter, character-focused stories like "Ferris Bueller's Day Off."  
  Rank 5: Movie 199 - Reason: The romantic storyline set against a wartime backdrop connects with the user's interest in emotional and dramatic tales, similar to "Three Colors: Blue."  
  Rank 6: Movie 2971 - Reason: The exploration of a director's obsession and personal struggles aligns with the user's preference for intense character studies, as seen in "Kundun."  
  Rank 7: Movie 2951 - Reason: The Western genre and themes of conflict and survival appeal to the user's diverse taste, reminiscent of the dramatic elements in "Run Lola Run."  
  Rank 8: Movie 2766 - Reason: This coming-of-age story resonates with the user's interest in character development and high school life, akin to "Ferris Bueller's Day Off."  
  Rank 9: Movie 3664 - Reason: The horror elements provide a thrilling contrast to the user's typical preferences, expanding their viewing experience while maintaining a focus on dramatic stakes.  
  Rank 10: Movie 246 - Reason: The documentary format and focus on personal challenges align with the user's appreciation for storytelling that highlights real-life struggles, similar to "The War Room."
rejected: Rank 1: Movie 3664 - Reason: The horror elements provide a thrilling contrast to the user's typical preferences, expanding their viewing experience while maintaining a focus on dramatic stakes.  
  Rank 2: Movie 2204 - Reason: The thriller and war elements resonate with the user's appreciation for dramatic tension, similar to "Lifeboat," which features survival under dire circumstances.  
  Rank 3: Movie 3163 - Reason: This film's combination of comedy, drama, and music aligns with the user's enjoyment of musicals and character-driven narratives, as seen in "Singin' in the Rain" and "Waiting for Guffman."  
  Rank 4: Movie 246 - Reason: The documentary format and focus on personal challenges align with the user's appreciation for storytelling that highlights real-life struggles, similar to "The War Room."
  Rank 5: Movie 2951 - Reason: The Western genre and themes of conflict and survival appeal to the user's diverse taste, reminiscent of the dramatic elements in "Run Lola Run."  
  Rank 6: Movie 199 - Reason: The romantic storyline set against a wartime backdrop connects with the user's interest in emotional and dramatic tales, similar to "Three Colors: Blue."  
  Rank 7: Movie 2766 - Reason: This coming-of-age story resonates with the user's interest in character development and high school life, akin to "Ferris Bueller's Day Off."  
  Rank 8: Movie 2117 - Reason: The dystopian themes and romantic elements match the user's interest in complex narratives, akin to the emotional depth found in "Three Colors: Blue."  
  Rank 9: Movie 2971 - Reason: The exploration of a director's obsession and personal struggles aligns with the user's preference for intense character studies, as seen in "Kundun."  
  Rank 10: Movie 728 - Reason: This film's blend of comedy and romance is reminiscent of the user's enjoyment of lighter, character-focused stories like "Ferris Bueller's Day Off."  