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 247:Heavenly Creatures (Genres: Drama, Fantasy; Language: en; Overview: Two friends conspire to murder one’s mother over obsession.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1297:Real Genius (Genres: Comedy, Romance; Language: en; Overview: Chris and Mitch balance genius with fun amid college pressures.), Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.), Movie 2038:The Cat from Outer Space (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Stranded UFO pilot cat seeks scientist's help to escape Earth.), Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.), Movie 2971:All That Jazz (Genres: Drama, Music; Language: en; Overview: Fosse's film explores a director's obsession and personal collapse.), Movie 3046:The Incredibly True Adventure of Two Girls In Love (Genres: Comedy, Drama, Romance; Language: en; Overview: Young women's love story faces social struggles and romance challenges.), Movie 3424:Do the Right Thing (Genres: Drama; Language: en; Overview: On a hot day, hate erupts into violence in Brooklyn.)
  There are 10 Candidates for recommendation: Movie 2810:Perfect Blue (Genres: Animation, Thriller; Language: ja; Overview: Singer Mima Kirigoe faces madness after leaving pop idol group.),, 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 2463:Ruthless People (Genres: Comedy; Language: en; Overview: Couple kidnaps businessman's wife, unaware he's pleased by it.),, Movie 365:Little Buddha (Genres: Drama, History; Language: en; Overview: "Little Buddha" depicts Siddhartha's life, starring Keanu Reeves, directed by Bertolu),, Movie 2857:Yellow Submarine (Genres: Animation, Fantasy, Music; Language: en; Overview: Blue Meanies invade, draining color; Lord Admiral seeks Beatles' help.),, Movie 1148:The Wrong Trousers (Genres: Animation, Comedy, Family; Language: en; Overview: Gromit thwarts a criminal penguin's robbery plan with ingenuity.),, Movie 922:Sunset Boulevard (Genres: Drama; Language: en; Overview: A struggling screenwriter crafts a screenplay for a forgotten star.),, Movie 3354:Mission to Mars (Genres: Science Fiction; Language: en; Overview: Rescue mission launched after contact lost with Mars expedition crew.),, Movie 3697:Predator 2 (Genres: Science Fiction, Action, Thriller; Language: en; Overview: Mercenaries confront returning alien in Los Angeles; chaos ensues.), Movie 1235:Harold and Maude (Genres: Comedy, Drama, Romance; Language: en; Overview: Harold and Maude connect, finding friendship and joy in life.),
  
  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 671 - Reason: This movie combines comedy and science fiction elements, resonating with the user's enjoyment of humorous narratives as seen in their history with films like "Real Genius" and "Grease."  
  Rank 2: Movie 365 - Reason: The dramatic elements and historical context align with the user's appreciation for deep, character-driven stories, similar to "Heavenly Creatures" and "Do the Right Thing."  
  Rank 3: Movie 2810 - Reason: The psychological thriller aspect of this film matches the user's interest in complex narratives, evident from their enjoyment of "The Sixth Sense."  
  Rank 4: Movie 1148 - Reason: This animated comedy features clever storytelling and family-friendly themes, appealing to the user's fondness for light-hearted yet engaging films like "The Cat from Outer Space."  
  Rank 5: Movie 3354 - Reason: The science fiction premise and rescue mission element cater to the user's interests in adventurous narratives, paralleling their enjoyment of films like "The Incredibly True Adventure of Two Girls In Love."  
  Rank 6: Movie 2463 - Reason: The comedic elements and plot about kidnap and mistaken intentions resonate with the user's taste for quirky comedies, similar to "Real Genius" and "Harold and Maude."  
  Rank 7: Movie 2857 - Reason: The fantasy and music elements in this animated film align with the user's enjoyment of musicals and imaginative storytelling, akin to "Singin' in the Rain" and "My Fair Lady."  
  Rank 8: Movie 1235 - Reason: The unique friendship dynamic and blend of comedy and drama are reminiscent of the user's interests, particularly reflected in their affinity for "Grease" and "All That Jazz."  
  Rank 9: Movie 3697 - Reason: The action and science fiction components cater to the user's interest in thrilling, fast-paced narratives, as seen in the darker tones of "The Sixth Sense."  
  Rank 10: Movie 922 - Reason: The exploration of Hollywood's darker side and a struggling writer's journey resonates with the user's taste for dramatic, character-focused stories like "Do the Right Thing."
rejected: Rank 1: Movie 922 - Reason: The exploration of Hollywood's darker side and a struggling writer's journey resonates with the user's taste for dramatic, character-focused stories like "Do the Right Thing."
  Rank 2: Movie 2463 - Reason: The comedic elements and plot about kidnap and mistaken intentions resonate with the user's taste for quirky comedies, similar to "Real Genius" and "Harold and Maude."  
  Rank 3: Movie 1148 - Reason: This animated comedy features clever storytelling and family-friendly themes, appealing to the user's fondness for light-hearted yet engaging films like "The Cat from Outer Space."  
  Rank 4: Movie 3354 - Reason: The science fiction premise and rescue mission element cater to the user's interests in adventurous narratives, paralleling their enjoyment of films like "The Incredibly True Adventure of Two Girls In Love."  
  Rank 5: Movie 3697 - Reason: The action and science fiction components cater to the user's interest in thrilling, fast-paced narratives, as seen in the darker tones of "The Sixth Sense."  
  Rank 6: Movie 365 - Reason: The dramatic elements and historical context align with the user's appreciation for deep, character-driven stories, similar to "Heavenly Creatures" and "Do the Right Thing."  
  Rank 7: Movie 1235 - Reason: The unique friendship dynamic and blend of comedy and drama are reminiscent of the user's interests, particularly reflected in their affinity for "Grease" and "All That Jazz."  
  Rank 8: Movie 2857 - Reason: The fantasy and music elements in this animated film align with the user's enjoyment of musicals and imaginative storytelling, akin to "Singin' in the Rain" and "My Fair Lady."  
  Rank 9: Movie 2810 - Reason: The psychological thriller aspect of this film matches the user's interest in complex narratives, evident from their enjoyment of "The Sixth Sense."  
  Rank 10: Movie 671 - Reason: This movie combines comedy and science fiction elements, resonating with the user's enjoyment of humorous narratives as seen in their history with films like "Real Genius" and "Grease."  