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 581:The Celluloid Closet (Genres: History, Documentary; Language: en; Overview: Documentary explores LGBT representation evolution and societal perceptions in cinema.), Movie 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2693:Trekkies (Genres: Documentary; Language: en; Overview: A comedic exploration of the universe's most passionate enthusiasts.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.), Movie 3801:Anatomy of a Murder (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Small-town lawyer battles city prosecutor in a murder trial.), Movie 3819:Tampopo (Genres: Comedy; Language: ja; Overview: Truck drivers help widowed owner improve her ramen noodle shop.)
  There are 10 Candidates for recommendation: Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.),, Movie 2180:Torn Curtain (Genres: Mystery, Thriller; Language: en; Overview: American scientist defects to East Germany for secret mission, plans escape.),, Movie 429:Cabin Boy (Genres: Comedy; Language: en; Overview: Foul-mouthed graduate faces crew's wrath on ill-fated fishing boat.),, Movie 3807:Sinbad and the Eye of the Tiger (Genres: Action, Adventure, Family, Fantasy, Science Fiction; Language: en; Overview: Princess Farah delays marriage until brother's transformation is reversed.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.),, Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.),, Movie 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.),, Movie 1946:Marty (Genres: Drama, Romance; Language: en; Overview: Marty, a bachelor, finds connection with Clara despite pressure.),, Movie 1661:Switchback (Genres: Action, Adventure, Mystery, Thriller; Language: en; Overview: FBI agent hunts serial killer who kidnapped his son.),, Movie 3653:The Endless Summer (Genres: Documentary; Language: en; Overview: "The Endless Summer" follows surfers seeking perfect waves worldwide.),
  
  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 3363 - Reason: This movie captures the coming-of-age experience and the dynamics of friendships, aligning with the user's interest in character-driven dramas like "Heavenly Creatures" and "Raging Bull."  
  Rank 2: Movie 17 - Reason: The romantic elements and dramatic themes mirror the user's appreciation for complex relationships as seen in "Shakespeare in Love" and "Raging Bull."  
  Rank 3: Movie 3653 - Reason: The documentary format and exploration of culture resonate with the user's enjoyment of thought-provoking documentaries like "The Celluloid Closet."  
  Rank 4: Movie 3807 - Reason: The adventure and fantasy elements cater to the user's interest in imaginative narratives, similar to "Groundhog Day."  
  Rank 5: Movie 1946 - Reason: The romantic drama tied to personal connection reflects the emotional depth found in the user's favorite films such as "Shakespeare in Love" and "Marty."  
  Rank 6: Movie 1661 - Reason: The thriller aspect and mystery surrounding a personal quest align with the user's preference for intense narratives, akin to "Anatomy of a Murder."  
  Rank 7: Movie 2180 - Reason: The political thriller and espionage themes resonate with the user's interest in complex stories, similar to "The Celluloid Closet."  
  Rank 8: Movie 1207 - Reason: The themes of justice and moral complexity echo the user's appreciation for impactful storytelling in films like "Raging Bull" and "To Kill a Mockingbird."  
  Rank 9: Movie 429 - Reason: The comedic elements and unique premise relate to the user's enjoyment of light-hearted stories, reminiscent of "Groundhog Day" and "Toy Story 2."  
  Rank 10: Movie 1247 - Reason: The exploration of romantic entanglements and generational conflict aligns with the user's interest in character-driven dramas similar to "Heavenly Creatures."
rejected: Rank 1: Movie 1661 - Reason: The thriller aspect and mystery surrounding a personal quest align with the user's preference for intense narratives, akin to "Anatomy of a Murder."  
  Rank 2: Movie 3363 - Reason: This movie captures the coming-of-age experience and the dynamics of friendships, aligning with the user's interest in character-driven dramas like "Heavenly Creatures" and "Raging Bull."  
  Rank 3: Movie 3653 - Reason: The documentary format and exploration of culture resonate with the user's enjoyment of thought-provoking documentaries like "The Celluloid Closet."  
  Rank 4: Movie 429 - Reason: The comedic elements and unique premise relate to the user's enjoyment of light-hearted stories, reminiscent of "Groundhog Day" and "Toy Story 2."  
  Rank 5: Movie 1946 - Reason: The romantic drama tied to personal connection reflects the emotional depth found in the user's favorite films such as "Shakespeare in Love" and "Marty."  
  Rank 6: Movie 1247 - Reason: The exploration of romantic entanglements and generational conflict aligns with the user's interest in character-driven dramas similar to "Heavenly Creatures."
  Rank 7: Movie 1207 - Reason: The themes of justice and moral complexity echo the user's appreciation for impactful storytelling in films like "Raging Bull" and "To Kill a Mockingbird."  
  Rank 8: Movie 2180 - Reason: The political thriller and espionage themes resonate with the user's interest in complex stories, similar to "The Celluloid Closet."  
  Rank 9: Movie 17 - Reason: The romantic elements and dramatic themes mirror the user's appreciation for complex relationships as seen in "Shakespeare in Love" and "Raging Bull."  
  Rank 10: Movie 3807 - Reason: The adventure and fantasy elements cater to the user's interest in imaginative narratives, similar to "Groundhog Day."  