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 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.), Movie 199:The Umbrellas of Cherbourg (Genres: Drama, Romance; Language: fr; Overview: Young couple faces love and choices during wartime separation.), 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 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 1187:Passion Fish (Genres: Drama; Language: en; Overview: Paralyzed actress forms unlikely bond with stubborn assistant in recovery.), Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.), Movie 1965:Repo Man (Genres: Comedy, Crime, Science Fiction, Thriller; Language: en; Overview: Young punk becomes repo man, faces aliens, CIA, and Chevy.), Movie 2949:Dr. No (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond faces Dr. No to save the U.S. space program.), Movie 3044:Dead Again (Genres: Thriller; Language: en; Overview: Composer executed for wife's murder; private eye links amnesiac woman.), 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.)
  There are 10 Candidates for recommendation: Movie 279:My Family (Genres: Comedy, Drama; Language: en; Overview: An immigrant family's struggles, successes, and growth across generations.),, Movie 391:Jason's Lyric (Genres: Crime, Drama, Romance; Language: en; Overview: Young man confronts fears about love, family, and friendships.),, Movie 2870:Barefoot in the Park (Genres: Comedy, Romance; Language: en; Overview: Newlyweds face challenges, including matchmaking and marital conflict, in NYC.), Movie 436:Color of Night (Genres: Drama, Mystery, Romance, Thriller; Language: en; Overview: Psychiatrist Bill Capa uncovers mystery while starting affair in L.A.),, Movie 2637:The Mummy's Hand (Genres: Horror; Language: en; Overview: Young archaeologists discover princess Ananka's tomb, facing mummy terror.),, Movie 2408:Cocoon: The Return (Genres: Comedy, Drama, Science Fiction; Language: en; Overview: Old pensioners return to Earth; faced with staying or leaving.),, Movie 2578:The Sticky Fingers of Time (Genres: Science Fiction, Drama; Language: en; Overview: 1950s author meets her reader in 1990s Brooklyn, unexpected connection.),, Movie 1975:Friday the 13th Part 2 (Genres: Horror, Thriller; Language: en; Overview: Jason Voorhees returns for revenge at new camp near Crystal Lake.),, Movie 2061:Full Tilt Boogie (Genres: Documentary; Language: en; Overview: Documentary explores the making of From Dusk Till Dawn.),, Movie 1872:Go Now (Genres: Romance, Drama, TV Movie; Language: en; Overview: Scottish soccer player Nick falls in love, battles multiple sclerosis.),
  
  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 436 - Reason: This movie combines drama, mystery, and romance elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 2870 - Reason: The romantic comedy aspect resonates with the user's enjoyment of films like "Singin' in the Rain," which also features romantic and comedic elements.  
  Rank 3: Movie 391 - Reason: This film's focus on love and family dynamics aligns well with the user's interest in character-driven narratives found in films like "Passion Fish."  
  Rank 4: Movie 2408 - Reason: The blend of comedy and drama in a science fiction setting appeals to the user's taste for imaginative storytelling as seen in "Repo Man."  
  Rank 5: Movie 279 - Reason: This movie’s exploration of family struggles and growth parallels the user's appreciation for heartfelt dramas like "The Umbrellas of Cherbourg."  
  Rank 6: Movie 2578 - Reason: The science fiction and drama elements provide a unique narrative that aligns with the user's interest in films that challenge conventional storytelling, similar to "Living in Oblivion."  
  Rank 7: Movie 2637 - Reason: The horror genre offers a contrast to the user's typical preferences, but it introduces an adventurous aspect that can be intriguing, much like "Dr. No."  
  Rank 8: Movie 2061 - Reason: This documentary about film production connects to the user's interest in the behind-the-scenes of filmmaking, reflecting themes from "Living in Oblivion."  
  Rank 9: Movie 1872 - Reason: The romantic drama aspect resonates with the user's appreciation for compelling love stories, similar to "The Umbrellas of Cherbourg."  
  Rank 10: Movie 1975 - Reason: The thriller elements provide an exciting contrast to the user's usual preferences, potentially appealing to their interest in suspenseful narratives as seen in "Dead Again."
rejected: Rank 1: Movie 2870 - Reason: The romantic comedy aspect resonates with the user's enjoyment of films like "Singin' in the Rain," which also features romantic and comedic elements.  
  Rank 2: Movie 2061 - Reason: This documentary about film production connects to the user's interest in the behind-the-scenes of filmmaking, reflecting themes from "Living in Oblivion."  
  Rank 3: Movie 2408 - Reason: The blend of comedy and drama in a science fiction setting appeals to the user's taste for imaginative storytelling as seen in "Repo Man."  
  Rank 4: Movie 1975 - Reason: The thriller elements provide an exciting contrast to the user's usual preferences, potentially appealing to their interest in suspenseful narratives as seen in "Dead Again."
  Rank 5: Movie 2637 - Reason: The horror genre offers a contrast to the user's typical preferences, but it introduces an adventurous aspect that can be intriguing, much like "Dr. No."  
  Rank 6: Movie 2578 - Reason: The science fiction and drama elements provide a unique narrative that aligns with the user's interest in films that challenge conventional storytelling, similar to "Living in Oblivion."  
  Rank 7: Movie 436 - Reason: This movie combines drama, mystery, and romance elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 8: Movie 391 - Reason: This film's focus on love and family dynamics aligns well with the user's interest in character-driven narratives found in films like "Passion Fish."  
  Rank 9: Movie 279 - Reason: This movie’s exploration of family struggles and growth parallels the user's appreciation for heartfelt dramas like "The Umbrellas of Cherbourg."  
  Rank 10: Movie 1872 - Reason: The romantic drama aspect resonates with the user's appreciation for compelling love stories, similar to "The Umbrellas of Cherbourg."  