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 1042:That Thing You Do! (Genres: Comedy, Drama; Language: en; Overview: Pennsylvania band achieves 1964 success, aided by supportive manager.), Movie 1246:Dead Poets Society (Genres: Drama; Language: en; Overview: Teacher inspires students to rebel against convention at boarding school.), Movie 1297:Real Genius (Genres: Comedy, Romance; Language: en; Overview: Chris and Mitch balance genius with fun amid college pressures.), Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.), Movie 2060:BASEketball (Genres: Comedy; Language: en; Overview: Two friends create basketball with baseball rules, facing rival challenges.), Movie 2275:Six-String Samurai (Genres: Action, Adventure, Science Fiction; Language: en; Overview: Buddy, a rocker warrior, journeys to Vegas to succeed Elvis.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2793:An American Werewolf in Paris (Genres: Horror, Comedy; Language: en; Overview: American man unknowingly entangled with werewolves using transformation serum.), Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.)
  There are 10 Candidates for recommendation: Movie 3590:The Lords of Flatbush (Genres: Drama; Language: en; Overview: Coming-of-age film about Brooklyn teens' adventures in the 1950s.),, Movie 2722:Deep Blue Sea (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Scientists at Aquatica engineer sharks for Alzheimer's cure, with dangers.),, Movie 2385:Home Fries (Genres: Drama, Comedy, Romance; Language: en; Overview: Dorian pursues love amid family chaos and deadly secrets.),, Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.),, Movie 3036:Quest for Fire (Genres: Adventure, Drama; Language: xx; Overview: Tribe's quest for fire amidst prehistoric survival challenges and dangers.),, Movie 1588:George of the Jungle (Genres: Adventure, Comedy, Family, Romance; Language: en; Overview: George survives a plane crash, learns human relationships with Ursula.),, Movie 1572:Contempt (Genres: Drama; Language: fr; Overview: Screenwriter's marriage crumbles as wife bonds with film producer.),, Movie 3843:Sleepaway Camp (Genres: Horror; Language: en; Overview: Shy Angela Baker's summer camp leads to disastrous consequences for others.), Movie 3417:The Crimson Pirate (Genres: Action, Adventure, Comedy; Language: en; Overview: Burt Lancaster stars as a swashbuckling pirate in revolution.),, Movie 724:The Craft (Genres: Drama, Fantasy, Horror, Thriller; Language: en; Overview: New student joins teen witches, using powers against rivals and adults.),
  
  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 1588 - Reason: This movie combines adventure and comedy elements, aligning well with the user's enjoyment of lighthearted films like "That Thing You Do!" and "Real Genius."  
  Rank 2: Movie 3036 - Reason: The adventure and drama themes resonate with the user's interest in films that explore character challenges and growth, similar to "Dead Poets Society."  
  Rank 3: Movie 3590 - Reason: This coming-of-age drama reflects themes of youth and friendship which align with the user's appreciation for character-driven narratives in movies like "Dead Poets Society."  
  Rank 4: Movie 2918 - Reason: A classic comedy that focuses on high school experiences, paralleling the user's enjoyment of youthful escapades seen in "Real Genius."  
  Rank 5: Movie 3843 - Reason: This horror film introduces elements of suspense and interpersonal drama, which can appeal to the user's taste for darker comedy and drama as seen in "Citizen Ruth."  
  Rank 6: Movie 3417 - Reason: The blend of action and comedy in this swashbuckling film appeals to the user's enjoyment of humorous yet adventurous stories, similar to "Grosse Pointe Blank."  
  Rank 7: Movie 1572 - Reason: This drama explores complex relationships and personal struggles, appealing to the user's taste for deep narratives as seen in "Dead Poets Society."  
  Rank 8: Movie 2385 - Reason: The mix of drama, comedy, and romance aligns with the user's interest in films that explore love amidst chaos, similar to "Real Genius."  
  Rank 9: Movie 724 - Reason: The fantasy and thriller elements reflect the user's taste for films with supernatural themes and strong character dynamics, as seen in "An American Werewolf in Paris."  
  Rank 10: Movie 2722 - Reason: This action-packed thriller with a science fiction twist aligns with the user's interest in complex and thrilling narratives, reminiscent of "The Matrix."
rejected: Rank 1: Movie 2385 - Reason: The mix of drama, comedy, and romance aligns with the user's interest in films that explore love amidst chaos, similar to "Real Genius."  
  Rank 2: Movie 3590 - Reason: This coming-of-age drama reflects themes of youth and friendship which align with the user's appreciation for character-driven narratives in movies like "Dead Poets Society."  
  Rank 3: Movie 3036 - Reason: The adventure and drama themes resonate with the user's interest in films that explore character challenges and growth, similar to "Dead Poets Society."  
  Rank 4: Movie 1588 - Reason: This movie combines adventure and comedy elements, aligning well with the user's enjoyment of lighthearted films like "That Thing You Do!" and "Real Genius."  
  Rank 5: Movie 3417 - Reason: The blend of action and comedy in this swashbuckling film appeals to the user's enjoyment of humorous yet adventurous stories, similar to "Grosse Pointe Blank."  
  Rank 6: Movie 1572 - Reason: This drama explores complex relationships and personal struggles, appealing to the user's taste for deep narratives as seen in "Dead Poets Society."  
  Rank 7: Movie 724 - Reason: The fantasy and thriller elements reflect the user's taste for films with supernatural themes and strong character dynamics, as seen in "An American Werewolf in Paris."  
  Rank 8: Movie 2918 - Reason: A classic comedy that focuses on high school experiences, paralleling the user's enjoyment of youthful escapades seen in "Real Genius."  
  Rank 9: Movie 3843 - Reason: This horror film introduces elements of suspense and interpersonal drama, which can appeal to the user's taste for darker comedy and drama as seen in "Citizen Ruth."  
  Rank 10: Movie 2722 - Reason: This action-packed thriller with a science fiction twist aligns with the user's interest in complex and thrilling narratives, reminiscent of "The Matrix."