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 628:Primal Fear (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Arrogant attorney defends altar boy in complex murder case.), Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.), Movie 3535:American Psycho (Genres: Thriller, Drama, Crime; Language: en; Overview: Investment banker conceals psychopathic alter ego while indulging fantasies.), Movie 3624:Shanghai Noon (Genres: Adventure, Action, Comedy, Western; Language: en; Overview: Clumsy guard teams with outlaw to rescue kidnapped Princess Pei Pei.), Movie 3897:Almost Famous (Genres: Drama, Music; Language: en; Overview: Coming-of-age film about a teen journalist touring with a band.)
  There are 10 Candidates for recommendation: Movie 1799:Suicide Kings (Genres: Action, Comedy, Crime, Drama, Thriller; Language: en; Overview: Walken captivates as a mobster in a dark comedic abduction.),, Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.),, Movie 398:Frank and Ollie (Genres: Documentary; Language: en; Overview: Frank Thomas and Ollie Johnston revolutionized Disney animation storytelling.),, Movie 1397:Bastard Out of Carolina (Genres: Drama; Language: en; Overview: Struggling South Carolinian mother and daughter face painful choices together.),, Movie 147:The Basketball Diaries (Genres: Drama, Crime; Language: en; Overview: Jim Carroll's journey through drug addiction depicted in film adaptation.),, Movie 1732:The Big Lebowski (Genres: Comedy, Crime; Language: en; Overview: Slacker mistaken for millionaire, faces bizarre events involving chaos.),, Movie 841:Eyes Without a Face (Genres: Drama, Horror, Thriller; Language: fr; Overview: Professor Genessier seeks donors to rebuild his disfigured daughter's face.),, Movie 1459:Absolute Power (Genres: Crime, Drama, Thriller; Language: en; Overview: Thief witnesses presidential murder, holds evidence, must escape danger.),, Movie 1525:Warriors of Virtue (Genres: Fantasy, Family, Action; Language: en; Overview: Ryan, disabled boy, joins football team, saves magical land Tao.),, Movie 2502:Office Space (Genres: Comedy, Crime; Language: en; Overview: Three workers plot to embezzle money from their employers.)
  
  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 2009 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 147 - Reason: The exploration of drug addiction and personal struggle connects with the user's interest in deep, character-driven dramas like "American History X" and "Good Will Hunting."  
  Rank 3: Movie 398 - Reason: This documentary reflects on the artistry and innovation of animation, which may resonate with the user's appreciation for creative storytelling as seen in "Being John Malkovich."  
  Rank 4: Movie 1397 - Reason: The emotional themes of familial struggle and resilience align with the user's preference for poignant dramas like "Primal Fear" and "American History X."  
  Rank 5: Movie 841 - Reason: The horror and thriller aspects, combined with a tragic narrative, connect with the user's taste for darker, intense stories as evidenced by their viewings of "American Psycho."  
  Rank 6: Movie 1525 - Reason: The fantasy and adventure elements may appeal to the user's diverse tastes reflected in their enjoyment of "Shanghai Noon."  
  Rank 7: Movie 1732 - Reason: The mix of comedy and crime matches the user's enjoyment of humorous yet chaotic narratives, similar to "Chasing Amy" and "Office Space."  
  Rank 8: Movie 2502 - Reason: This film's satirical take on corporate culture aligns with the user's enjoyment of comedic yet insightful stories, akin to "Chasing Amy."  
  Rank 9: Movie 1799 - Reason: The blend of crime and dark comedy matches the user's interest in complex narratives with thrilling elements, similar to "American Psycho."  
  Rank 10: Movie 1459 - Reason: The crime and thriller components resonate with the user's preference for suspenseful stories, as demonstrated by their viewing history with "Frequency."
rejected: Rank 1: Movie 2502 - Reason: This film's satirical take on corporate culture aligns with the user's enjoyment of comedic yet insightful stories, akin to "Chasing Amy."  
  Rank 2: Movie 1799 - Reason: The blend of crime and dark comedy matches the user's interest in complex narratives with thrilling elements, similar to "American Psycho."  
  Rank 3: Movie 2009 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 4: Movie 398 - Reason: This documentary reflects on the artistry and innovation of animation, which may resonate with the user's appreciation for creative storytelling as seen in "Being John Malkovich."  
  Rank 5: Movie 1525 - Reason: The fantasy and adventure elements may appeal to the user's diverse tastes reflected in their enjoyment of "Shanghai Noon."  
  Rank 6: Movie 1459 - Reason: The crime and thriller components resonate with the user's preference for suspenseful stories, as demonstrated by their viewing history with "Frequency."
  Rank 7: Movie 1732 - Reason: The mix of comedy and crime matches the user's enjoyment of humorous yet chaotic narratives, similar to "Chasing Amy" and "Office Space."  
  Rank 8: Movie 1397 - Reason: The emotional themes of familial struggle and resilience align with the user's preference for poignant dramas like "Primal Fear" and "American History X."  
  Rank 9: Movie 841 - Reason: The horror and thriller aspects, combined with a tragic narrative, connect with the user's taste for darker, intense stories as evidenced by their viewings of "American Psycho."  
  Rank 10: Movie 147 - Reason: The exploration of drug addiction and personal struggle connects with the user's interest in deep, character-driven dramas like "American History X" and "Good Will Hunting."  