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 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 617:The Flower of My Secret (Genres: Drama, Romance; Language: es; Overview: Marisa Paredes writes romance novels while struggling in love.), Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.), Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.), Movie 1554:The Pillow Book (Genres: Drama, Foreign, Romance; Language: en; Overview: Japanese girl Nagiko becomes obsessed with writing and books.), Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.), Movie 1701:Deconstructing Harry (Genres: Comedy, Drama; Language: en; Overview: Writer Harry Block alienates friends by drawing inspiration from them.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2312:Children of a Lesser God (Genres: Drama, Romance; Language: en; Overview: New teacher loves deaf student; she initially resists his advances.)
  There are 10 Candidates for recommendation: Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.),, Movie 2382:Police Academy 5: Assignment Miami Beach (Genres: Comedy, Crime; Language: en; Overview: Police Academy misfits in Miami confront jewel thieves targeting Lassard.),, Movie 327:Tank Girl (Genres: Action, Comedy, Fantasy, Science Fiction; Language: en; Overview: Tank-riding anti-heroine battles mega-corporation controlling global water supply.),, Movie 3320:Mifune (Genres: Romance, Comedy, Drama; Language: da; Overview: Kresten's career falters as he returns home, confronting family.),, Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.),, Movie 2045:A Far Off Place (Genres: Drama, Adventure; Language: en; Overview: Two strangers journey through a treacherous desert, finding courage.),, Movie 3943:Bamboozled (Genres: Comedy, Drama; Language: en; Overview: Producer's terrible minstrel show unexpectedly becomes a hit satire.), Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 1678:The Joy Luck Club (Genres: Drama; Language: en; Overview: Four Chinese-American women and their mothers explore past relationships.),, Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.),
  
  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 1704 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives, similar to "The Shawshank Redemption".  
  Rank 2: Movie 1678 - Reason: This film explores deep emotional connections and generational relationships, appealing to the user's appreciation for character-driven drama found in "Leaving Las Vegas".  
  Rank 3: Movie 296 - Reason: The intertwining stories and complex characters align with the user's preference for intricate narratives, as seen in "Trainspotting".  
  Rank 4: Movie 3320 - Reason: This movie combines romance and family dynamics, reflecting themes present in the user's favorite films like "The Flower of My Secret".  
  Rank 5: Movie 2011 - Reason: The adventurous and comedic elements offer a light-hearted contrast to the user's heavier dramas, similar to the humor found in "Chasing Amy".  
  Rank 6: Movie 2045 - Reason: This film's themes of courage and adventure parallel the emotional journeys depicted in "Children of a Lesser God".  
  Rank 7: Movie 1635 - Reason: The exploration of familial relationships and emotional turmoil resonates with the user's interest in complex dramas like "The Ice Storm".  
  Rank 8: Movie 327 - Reason: The film's unique blend of action and comedy presents a fun escape, appealing to the user’s lighter tastes as seen in "The Opposite of Sex".  
  Rank 9: Movie 3943 - Reason: The satirical elements and commentary on performance resonate with the user's appreciation for clever storytelling, similar to "Deconstructing Harry".  
  Rank 10: Movie 2382 - Reason: The comedic elements and ensemble cast provide a light-hearted viewing experience, which can offer a fun contrast to the user's more serious drama preferences.
rejected: Rank 1: Movie 3943 - Reason: The satirical elements and commentary on performance resonate with the user's appreciation for clever storytelling, similar to "Deconstructing Harry".  
  Rank 2: Movie 327 - Reason: The film's unique blend of action and comedy presents a fun escape, appealing to the user’s lighter tastes as seen in "The Opposite of Sex".  
  Rank 3: Movie 1635 - Reason: The exploration of familial relationships and emotional turmoil resonates with the user's interest in complex dramas like "The Ice Storm".  
  Rank 4: Movie 1704 - Reason: The mathematical genius theme and psychological intensity resonate with the user's interest in thrilling and intelligent narratives, similar to "The Shawshank Redemption".  
  Rank 5: Movie 1678 - Reason: This film explores deep emotional connections and generational relationships, appealing to the user's appreciation for character-driven drama found in "Leaving Las Vegas".  
  Rank 6: Movie 2011 - Reason: The adventurous and comedic elements offer a light-hearted contrast to the user's heavier dramas, similar to the humor found in "Chasing Amy".  
  Rank 7: Movie 296 - Reason: The intertwining stories and complex characters align with the user's preference for intricate narratives, as seen in "Trainspotting".  
  Rank 8: Movie 2382 - Reason: The comedic elements and ensemble cast provide a light-hearted viewing experience, which can offer a fun contrast to the user's more serious drama preferences.
  Rank 9: Movie 3320 - Reason: This movie combines romance and family dynamics, reflecting themes present in the user's favorite films like "The Flower of My Secret".  
  Rank 10: Movie 2045 - Reason: This film's themes of courage and adventure parallel the emotional journeys depicted in "Children of a Lesser God".  