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 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 1103:Rebel Without a Cause (Genres: Drama; Language: en; Overview: Teen Jim Stark faces challenges after moving, including love, conflict.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2409:Rocky II (Genres: Drama; Language: en; Overview: Rocky and Creed face off again in a brutal rematch.), Movie 2541:Cruel Intentions (Genres: Drama, Romance, Thriller; Language: en; Overview: Kathryn challenges Sebastian; win a prize, lose a possession.), Movie 2942:Flashdance (Genres: Drama, Music, Romance; Language: en; Overview: Exotic dancer dreams of ballet; features iconic soundtrack and song.)
  There are 10 Candidates for recommendation: Movie 83:Once Upon a Time... When We Were Colored (Genres: Romance, Drama; Language: en; Overview: Afro-American community faces oppression, unity, joy, and pivotal decisions.),, Movie 3543:Diner (Genres: Comedy, Drama; Language: en; Overview: Five young men resist adulthood, finding refuge in their Diner.),, Movie 2992:Rawhead Rex (Genres: Horror; Language: fr; Overview: Demon Rawhead Rex escapes, causing chaos in Ireland; man fights back.),, Movie 31:Dangerous Minds (Genres: Drama, Crime; Language: en; Overview: Former Marine teacher transforms underachieving teens with tough love.),, Movie 2502:Office Space (Genres: Comedy, Crime; Language: en; Overview: Three workers plot to embezzle money from their employers.),, Movie 2902:Psycho II (Genres: Horror, Mystery, Thriller; Language: en; Overview: Norman Bates struggles with "Mother"; Vera Miles investigates sister's murder.),, Movie 3745:Titan A.E. (Genres: Animation, Action, Science Fiction, Family, Adventure; Language: en; Overview: Young man holds key to humanity's survival against alien Dredge.), Movie 3570:The Last September (Genres: Drama, Foreign, Romance; Language: en; Overview: Elderly couple's estate hosts chaotic guests, romance, and unexpected arrival.),, Movie 753:A Month by the Lake (Genres: Comedy, Drama, Romance; Language: en; Overview: Miss Bentley navigates romance and societal dynamics at Lake Como.),, Movie 438:The Cowboy Way (Genres: Western, Action, Comedy; Language: en; Overview: Rodeo partners search New York for their missing friend, Nacho.),
  
  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 3570 - Reason: The film's focus on complex relationships and emotional depth aligns with the user's interest in drama and romance, as seen in movies like "Good Will Hunting" and "Cruel Intentions."
  
  Rank 2: Movie 31 - Reason: This movie features themes of transformation and resilience which resonate with the user's appreciation for character-driven stories like "The Shawshank Redemption."
  
  Rank 3: Movie 3543 - Reason: The blend of comedy and drama in this film matches the user's enjoyment of character exploration and humor, reminiscent of "L.A. Story" and "Ed Wood."
  
  Rank 4: Movie 3745 - Reason: The adventurous and science fiction elements, along with a focus on survival, appeal to the user's liking for thrilling narratives like "The Hunt for Red October."
  
  Rank 5: Movie 438 - Reason: The comedic and action elements in a buddy story align with the user's preference for light-hearted yet engaging plots, similar to "Office Space."
  
  Rank 6: Movie 2502 - Reason: The film's satirical take on work life and crime resonates with the user's enjoyment of comedies entwined with serious themes, as seen in "Ed Wood."
  
  Rank 7: Movie 83 - Reason: This film's exploration of romance and community reflects the user's interest in heartfelt narratives, akin to "Good Will Hunting" and "Rain Man."
  
  Rank 8: Movie 753 - Reason: The mix of comedy and romance in a picturesque setting appeals to the user's preference for light and charming stories, similar to "L.A. Story."
  
  Rank 9: Movie 2902 - Reason: The psychological and thriller aspects of this film resonate with the user's interest in intense and complex narratives, akin to "Rebel Without a Cause."
  
  Rank 10: Movie 2992 - Reason: The horror elements and chaos in this film provide a contrast to the user's usual preferences, but may intrigue them with its unique storytelling approach.
rejected: Rank 1: Movie 2502 - Reason: The film's satirical take on work life and crime resonates with the user's enjoyment of comedies entwined with serious themes, as seen in "Ed Wood."
  Rank 2: Movie 31 - Reason: This movie features themes of transformation and resilience which resonate with the user's appreciation for character-driven stories like "The Shawshank Redemption."
  Rank 3: Movie 438 - Reason: The comedic and action elements in a buddy story align with the user's preference for light-hearted yet engaging plots, similar to "Office Space."
  Rank 4: Movie 3543 - Reason: The blend of comedy and drama in this film matches the user's enjoyment of character exploration and humor, reminiscent of "L.A. Story" and "Ed Wood."
  Rank 5: Movie 753 - Reason: The mix of comedy and romance in a picturesque setting appeals to the user's preference for light and charming stories, similar to "L.A. Story."
  Rank 6: Movie 3570 - Reason: The film's focus on complex relationships and emotional depth aligns with the user's interest in drama and romance, as seen in movies like "Good Will Hunting" and "Cruel Intentions."
  Rank 7: Movie 2992 - Reason: The horror elements and chaos in this film provide a contrast to the user's usual preferences, but may intrigue them with its unique storytelling approach.
  Rank 8: Movie 3745 - Reason: The adventurous and science fiction elements, along with a focus on survival, appeal to the user's liking for thrilling narratives like "The Hunt for Red October."
  Rank 9: Movie 83 - Reason: This film's exploration of romance and community reflects the user's interest in heartfelt narratives, akin to "Good Will Hunting" and "Rain Man."
  Rank 10: Movie 2902 - Reason: The psychological and thriller aspects of this film resonate with the user's interest in intense and complex narratives, akin to "Rebel Without a Cause."