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 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 2161:The NeverEnding Story (Genres: Drama, Family, Fantasy, Adventure; Language: en; Overview: Boy discovers Fantasia in attic, reads about Atreyu's quest.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 3148:The Cider House Rules (Genres: Drama; Language: en; Overview: Orphan Homer becomes a skilled physician, seeking his own path.), Movie 3174:Man on the Moon (Genres: Comedy, Drama, Romance; Language: en; Overview: Film explores the eccentric life and career of comedian Andy Kaufman.), Movie 3755:The Perfect Storm (Genres: Drama; Language: en; Overview: In October 1991, a storm sank the fishing boat Andrea Gail.), Movie 3863:The Cell (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Therapist explores comatose killer's mind to rescue his victim.), 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 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 2717:Ghostbusters II (Genres: Comedy, Fantasy; Language: en; Overview: Ghostbusters return to help Dana with new ghostly threats.),, Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.),, Movie 3534:28 Days (Genres: Comedy, Drama; Language: en; Overview: Drunk driving leads Gwen to reluctant rehab instead of prison.),, Movie 3325:The Next Best Thing (Genres: Comedy; Language: en; Overview: Best friends have child; love complicates custody battle later.),, Movie 2651:Frankenstein Meets the Wolf Man (Genres: Fantasy, Horror, Science Fiction; Language: en; Overview: Wolfman seeks cure from Frankenstein; Monster prefers living over dying.),, Movie 1067:A Damsel in Distress (Genres: Comedy, Music, Romance; Language: en; Overview: Lady Alyce must marry; staff bets on her choice.),, Movie 112:Rumble in the Bronx (Genres: Crime, Action, Comedy, Thriller; Language: cn; Overview: Keong visits New York, helps uncle, fights thugs, befriends neighbor.),, Movie 2724:Runaway Bride (Genres: Comedy, Romance; Language: en; Overview: Columnist Ike writes last-minute piece on runaway bride Maggie Carpenter.),, Movie 3713:The Long Walk Home (Genres: Drama, History; Language: en; Overview: Two women confront choices during 1955 Montgomery bus boycott.)
  
  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 1067 - Reason: This romantic comedy offers light-hearted entertainment, appealing to the user's enjoyment of romance as seen in movies like Edward Scissorhands.  
  Rank 2: Movie 112 - Reason: The blend of action and comedy in this movie aligns with the user's interest in thrilling narratives, similar to their enjoyment of Run Lola Run.  
  Rank 3: Movie 2651 - Reason: This film incorporates elements of horror and science fiction, resonating with the user's preference for complex and imaginative stories, akin to Gattaca and The Cell.  
  Rank 4: Movie 3325 - Reason: The comedic elements and relationship dynamics mirror themes found in the user’s history, particularly in romantic dramas like Man on the Moon.  
  Rank 5: Movie 2717 - Reason: This comedy-fantasy film appeals to the user’s appreciation for light-hearted narratives combined with supernatural elements, reminiscent of Edward Scissorhands.  
  Rank 6: Movie 3534 - Reason: The dramatic yet comedic journey of personal growth resonates with the user's interest in character-driven stories, similar to The Cider House Rules.  
  Rank 7: Movie 2724 - Reason: The romantic comedy aspect aligns with the user's taste for romance, especially in narratives involving complex relationships like in Man on the Moon.  
  Rank 8: Movie 593 - Reason: This crime thriller's psychological depth and tension connect with the user's preference for intense and thought-provoking films, much like Gattaca.  
  Rank 9: Movie 778 - Reason: The gritty drama surrounding addiction reflects the user's interest in serious, impactful storytelling, similar to The Perfect Storm.  
  Rank 10: Movie 3713 - Reason: This historical drama tackles social issues, appealing to the user’s taste for meaningful narratives, similar to October Sky's themes of aspiration and struggle.
rejected: Rank 1: Movie 2724 - Reason: The romantic comedy aspect aligns with the user's taste for romance, especially in narratives involving complex relationships like in Man on the Moon.  
  Rank 2: Movie 2651 - Reason: This film incorporates elements of horror and science fiction, resonating with the user's preference for complex and imaginative stories, akin to Gattaca and The Cell.  
  Rank 3: Movie 112 - Reason: The blend of action and comedy in this movie aligns with the user's interest in thrilling narratives, similar to their enjoyment of Run Lola Run.  
  Rank 4: Movie 1067 - Reason: This romantic comedy offers light-hearted entertainment, appealing to the user's enjoyment of romance as seen in movies like Edward Scissorhands.  
  Rank 5: Movie 593 - Reason: This crime thriller's psychological depth and tension connect with the user's preference for intense and thought-provoking films, much like Gattaca.  
  Rank 6: Movie 778 - Reason: The gritty drama surrounding addiction reflects the user's interest in serious, impactful storytelling, similar to The Perfect Storm.  
  Rank 7: Movie 3325 - Reason: The comedic elements and relationship dynamics mirror themes found in the user’s history, particularly in romantic dramas like Man on the Moon.  
  Rank 8: Movie 2717 - Reason: This comedy-fantasy film appeals to the user’s appreciation for light-hearted narratives combined with supernatural elements, reminiscent of Edward Scissorhands.  
  Rank 9: Movie 3713 - Reason: This historical drama tackles social issues, appealing to the user’s taste for meaningful narratives, similar to October Sky's themes of aspiration and struggle.
  Rank 10: Movie 3534 - Reason: The dramatic yet comedic journey of personal growth resonates with the user's interest in character-driven stories, similar to The Cider House Rules.  