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 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.), Movie 1240:The Terminator (Genres: Action, Thriller, Science Fiction; Language: en; Overview: Cyborg assassin sent to kill Sarah Connor; resistance fights back.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.), Movie 2761:The Iron Giant (Genres: Adventure, Animation, Family, Fantasy, Science Fiction; Language: en; Overview: A giant machine befriends a boy, overcoming fears and prejudices.), Movie 3175:Galaxy Quest (Genres: Comedy, Family, Science Fiction; Language: en; Overview: 1970s sci-fi stars help aliens against oppressive regime in space.), Movie 3264:Buffy the Vampire Slayer (Genres: Action, Comedy, Horror; Language: en; Overview: Buffy, cheerleader, battles vampires while pursuing her dreams.), Movie 3300:Pitch Black (Genres: Thriller, Science Fiction, Action; Language: en; Overview: Marooned survivors must rely on Riddick to survive darkness.)
  There are 10 Candidates for recommendation: Movie 3917:Hellraiser (Genres: Horror; Language: en; Overview: Larry and Julia discover Frank, a creature from their past.), Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.),, Movie 678:Some Folks Call It a Sling Blade (Genres: Drama, Thriller; Language: en; Overview: Karl Childers released after 25 years; reporter uncovers his past.),, Movie 3678:The Man with the Golden Arm (Genres: Crime, Drama, Romance; Language: en; Overview: Heroin addict Frankie struggles with rehabilitation in prison, 1955 film.),, Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.),, Movie 3759:Fun & Fancy Free (Genres: Animation, Family, Music; Language: en; Overview: Jiminy Cricket hosts "Bongo" and "Mickey and the Beanstalk."),, Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.),, Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.),, Movie 224:Don Juan DeMarco (Genres: Romance, Drama, Comedy; Language: en; Overview: Man believes he's Don Juan; therapy rekindles romance for doctor.),, Movie 1836:The Last Days of Disco (Genres: Comedy, Drama, Romance; Language: en; Overview: Young women and friends enjoy nightlife at 1980s New York club.),
  
  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 3678 - Reason: This film explores deep themes of addiction and rehabilitation, which resonates with the user's interest in intense and dramatic narratives as seen in movies like "Apocalypse Now."  
  Rank 2: Movie 678 - Reason: The psychological thriller aspect of this movie aligns with the user's preference for complex stories that delve into character backstories, similar to the intrigue in "The Godfather: Part II."  
  Rank 3: Movie 1221 - Reason: The crime and drama elements in this sequel showcase family dynamics and power struggles, mirroring the user's appreciation for sophisticated storytelling found in "Die Hard."  
  Rank 4: Movie 224 - Reason: This romantic drama combines elements of comedy and deep emotional exploration, appealing to the user's taste for character-driven narratives as seen in "Galaxy Quest."  
  Rank 5: Movie 3759 - Reason: The family-friendly animated storytelling and musical elements may appeal to the user's enjoyment of diverse genres, as reflected in their history with "The Iron Giant."  
  Rank 6: Movie 3917 - Reason: The horror aspect of this film introduces suspense and psychological tension, which may attract the user who enjoys thrilling experiences as found in "Pitch Black."  
  Rank 7: Movie 1639 - Reason: This movie’s exploration of love and friendship within a creative setting resonates with the user's interest in character relationships, akin to "Buffy the Vampire Slayer."  
  Rank 8: Movie 3527 - Reason: The action-packed narrative with a science fiction twist aligns with the user's strong preference for thrilling adventures, similar to "The Matrix."  
  Rank 9: Movie 3361 - Reason: The blend of comedy and romance in this film may appeal to the user’s taste for light-hearted yet meaningful storytelling, as seen in "Galaxy Quest."  
  Rank 10: Movie 1836 - Reason: The exploration of social dynamics and nightlife in a comedic context resonates with the user’s interest in character-driven stories, similar to "The Rocky Horror Picture Show."
rejected: Rank 1: Movie 3527 - Reason: The action-packed narrative with a science fiction twist aligns with the user's strong preference for thrilling adventures, similar to "The Matrix."  
  Rank 2: Movie 3678 - Reason: This film explores deep themes of addiction and rehabilitation, which resonates with the user's interest in intense and dramatic narratives as seen in movies like "Apocalypse Now."  
  Rank 3: Movie 1639 - Reason: This movie’s exploration of love and friendship within a creative setting resonates with the user's interest in character relationships, akin to "Buffy the Vampire Slayer."  
  Rank 4: Movie 224 - Reason: This romantic drama combines elements of comedy and deep emotional exploration, appealing to the user's taste for character-driven narratives as seen in "Galaxy Quest."  
  Rank 5: Movie 1836 - Reason: The exploration of social dynamics and nightlife in a comedic context resonates with the user’s interest in character-driven stories, similar to "The Rocky Horror Picture Show."
  Rank 6: Movie 3361 - Reason: The blend of comedy and romance in this film may appeal to the user’s taste for light-hearted yet meaningful storytelling, as seen in "Galaxy Quest."  
  Rank 7: Movie 678 - Reason: The psychological thriller aspect of this movie aligns with the user's preference for complex stories that delve into character backstories, similar to the intrigue in "The Godfather: Part II."  
  Rank 8: Movie 1221 - Reason: The crime and drama elements in this sequel showcase family dynamics and power struggles, mirroring the user's appreciation for sophisticated storytelling found in "Die Hard."  
  Rank 9: Movie 3917 - Reason: The horror aspect of this film introduces suspense and psychological tension, which may attract the user who enjoys thrilling experiences as found in "Pitch Black."  
  Rank 10: Movie 3759 - Reason: The family-friendly animated storytelling and musical elements may appeal to the user's enjoyment of diverse genres, as reflected in their history with "The Iron Giant."  