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 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.), Movie 3101:Fatal Attraction (Genres: Romance, Drama, Thriller, Horror, Mystery; Language: en; Overview: A man's one night stand leads to dangerous stalking threats.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3654:The Guns of Navarone (Genres: Action, Adventure, Drama, War; Language: en; Overview: Allied saboteurs attempt to destroy Nazi guns to rescue soldiers.), Movie 3893:Nurse Betty (Genres: Comedy, Crime, Thriller; Language: en; Overview: Betty lives in an alternate reality, embracing imaginary love.)
  There are 10 Candidates for recommendation: Movie 3512:Return to Me (Genres: Romance, Comedy, Drama; Language: en; Overview: Widowed architect falls for waitress on blind date; truth revealed.),, Movie 3661:Puppet Master II (Genres: Horror; Language: en; Overview: Puppets hunt researchers for brain fluid to revive Toulon.), Movie 2889:Mystery, Alaska (Genres: Drama, Comedy; Language: en; Overview: Mystery, Alaska's hockey game changes with match against New York Rangers.),, Movie 2947:Goldfinger (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond battles a villain to protect Fort Knox and economy.),, Movie 3087:Scrooged (Genres: Fantasy, Comedy, Drama; Language: en; Overview: Successful executive Frank Cross re-evaluates life after ghostly visits.),, 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 2378:Police Academy (Genres: Comedy, Crime; Language: en; Overview: New rules allow anyone to join police; Mahoney faces challenges.),, Movie 2369:Desperately Seeking Susan (Genres: Comedy; Language: en; Overview: Bored housewife becomes entwined in another woman's life through identity.),, Movie 647:Courage Under Fire (Genres: Drama, Thriller, Mystery, War; Language: en; Overview: Officer's friendly fire mistake leads to investigation of inconsistencies.),, Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.),
  
  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 3512 - Reason: This movie features a romantic story with comedic elements, aligning with the user's fondness for romance and comedy as seen in "When Harry Met Sally..." and "Groundhog Day."  
  Rank 2: Movie 2889 - Reason: The blend of drama and comedy in a small-town setting resonates with the user's interest in character-driven stories like "The Breakfast Club."  
  Rank 3: Movie 3661 - Reason: The horror elements and suspenseful plot may appeal to the user's taste for thrilling narratives, as evidenced by their interest in "Fatal Attraction."  
  Rank 4: Movie 2378 - Reason: This comedy about unconventional police recruits aligns with the user's enjoyment of lighthearted comedies such as "The Breakfast Club."  
  Rank 5: Movie 647 - Reason: The dramatic themes and character exploration in a war context could connect with the user’s appreciation for intense dramas like "Apollo 13."  
  Rank 6: Movie 753 - Reason: This film's romantic and comedic elements set in a picturesque location align with the user's taste for charming romantic stories like "Big."  
  Rank 7: Movie 2918 - Reason: The comedic escapades of a high school student resonate with the user's enjoyment of youth-oriented comedies like "The Breakfast Club."  
  Rank 8: Movie 2947 - Reason: The action and adventure elements, along with the iconic character of James Bond, may appeal to the user's interest in thrilling narratives as seen in "Apollo 13."  
  Rank 9: Movie 3087 - Reason: The combination of fantasy and comedy with a life-reevaluating theme connects with the user's appreciation for complex character arcs in films like "Groundhog Day."  
  Rank 10: Movie 2369 - Reason: The comedy and identity themes reflect the user’s interest in humorous narratives that explore relationships, similar to "When Harry Met Sally..." and "Nurse Betty."
rejected: Rank 1: Movie 2378 - Reason: This comedy about unconventional police recruits aligns with the user's enjoyment of lighthearted comedies such as "The Breakfast Club."  
  Rank 2: Movie 2369 - Reason: The comedy and identity themes reflect the user’s interest in humorous narratives that explore relationships, similar to "When Harry Met Sally..." and "Nurse Betty."
  Rank 3: Movie 3512 - Reason: This movie features a romantic story with comedic elements, aligning with the user's fondness for romance and comedy as seen in "When Harry Met Sally..." and "Groundhog Day."  
  Rank 4: Movie 2889 - Reason: The blend of drama and comedy in a small-town setting resonates with the user's interest in character-driven stories like "The Breakfast Club."  
  Rank 5: Movie 647 - Reason: The dramatic themes and character exploration in a war context could connect with the user’s appreciation for intense dramas like "Apollo 13."  
  Rank 6: Movie 2947 - Reason: The action and adventure elements, along with the iconic character of James Bond, may appeal to the user's interest in thrilling narratives as seen in "Apollo 13."  
  Rank 7: Movie 2918 - Reason: The comedic escapades of a high school student resonate with the user's enjoyment of youth-oriented comedies like "The Breakfast Club."  
  Rank 8: Movie 753 - Reason: This film's romantic and comedic elements set in a picturesque location align with the user's taste for charming romantic stories like "Big."  
  Rank 9: Movie 3087 - Reason: The combination of fantasy and comedy with a life-reevaluating theme connects with the user's appreciation for complex character arcs in films like "Groundhog Day."  
  Rank 10: Movie 3661 - Reason: The horror elements and suspenseful plot may appeal to the user's taste for thrilling narratives, as evidenced by their interest in "Fatal Attraction."  