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 628:Primal Fear (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Arrogant attorney defends altar boy in complex murder case.), Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.), Movie 1091:Weekend at Bernie's (Genres: Comedy; Language: en; Overview: Friends hide boss's death, pretending he's alive to avoid suspicion.), Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1288:This Is Spinal Tap (Genres: Comedy, Music; Language: en; Overview: "This Is Spinal Tap" explores a struggling metal band's journey.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2712:Eyes Wide Shut (Genres: Mystery, Drama; Language: en; Overview: Dr. Bill explores erotic fantasies, joining an overwhelming underground group.), Movie 3174:Man on the Moon (Genres: Comedy, Drama, Romance; Language: en; Overview: Film explores the eccentric life and career of comedian Andy Kaufman.), Movie 3526:Parenthood (Genres: Comedy, Drama, Family; Language: en; Overview: Buckman family navigates parenting challenges, eccentricities, and family dynamics.)
  There are 10 Candidates for recommendation: Movie 1592:Air Bud (Genres: Comedy, Family, Drama; Language: en; Overview: Boy and dog bond over basketball, facing challenges together.),, Movie 494:Executive Decision (Genres: Action, Adventure, Drama, Thriller; Language: en; Overview: Terrorists hijack plane; intelligence expert suspects hidden motives, intervenes.),, Movie 2285:If.... (Genres: Drama; Language: en; Overview: Boys' school rebellion challenges oppressive social hierarchy and authority.),, Movie 3452:Romeo Must Die (Genres: Action, Crime, Thriller; Language: en; Overview: Two gangs vie for power in Oakland's docks, leading to betrayal.),, Movie 407:In the Mouth of Madness (Genres: Horror, Mystery, Thriller; Language: en; Overview: Insurance investigator uncovers chaos in town after author disappears.),, Movie 3664:Puppet Master 5: The Final Chapter (Genres: Horror; Language: en; Overview: Puppets defend new master against demon God threatening existence.), Movie 3439:Teenage Mutant Ninja Turtles II: The Secret of the Ooze (Genres: Science Fiction, Adventure, Action, Comedy, Family; Language: en; Overview: Turtles and Shredder fight for last ooze cannister to create mutants.),, Movie 887:Talk of Angels (Genres: Drama, Romance, War; Language: en; Overview: Irish woman escapes marriage, finds love amid Spanish political unrest.),, Movie 759:Maya Lin: A Strong Clear Vision (Genres: Documentary; Language: en; Overview: Film explores the artist behind iconic monuments like Vietnam Memorial.),, Movie 924:2001: A Space Odyssey (Genres: Science Fiction, Mystery, Adventure; Language: en; Overview: Humans discover lunar object, seeking origins with HAL 9000's help.),
  
  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 3439 - Reason: This movie combines action, comedy, and adventure elements, appealing to the user's interest in engaging and entertaining narratives, similar to their enjoyment of films like "Weekend at Bernie's" and "This Is Spinal Tap."  
  Rank 2: Movie 3452 - Reason: The crime and thriller aspects resonate with the user's preference for intense and dramatic storytelling, echoing themes found in "Primal Fear" and "Bonnie and Clyde."  
  Rank 3: Movie 3664 - Reason: This horror film's mystery and thriller elements align with the user's interest in complex and intriguing plots, akin to "Eyes Wide Shut."  
  Rank 4: Movie 887 - Reason: The romantic and dramatic narrative set against a historical backdrop complements the user's appreciation for character-driven stories, as seen in "The Graduate."  
  Rank 5: Movie 407 - Reason: The mysterious thriller components align with the user's taste for suspenseful narratives, similar to those in "Apocalypse Now" and "In the Mouth of Madness."  
  Rank 6: Movie 1592 - Reason: This family-friendly comedy resonates with the user's enjoyment of light-hearted narratives like "Parenthood" and "This Is Spinal Tap."  
  Rank 7: Movie 494 - Reason: The action and thriller elements appeal to the user's taste for intense, suspenseful films, reflecting themes found in "Saving Private Ryan."  
  Rank 8: Movie 759 - Reason: This documentary's exploration of art and history aligns with the user's appreciation for thought-provoking content, similar to the depth found in "Eyes Wide Shut."  
  Rank 9: Movie 924 - Reason: This classic science fiction film's mystery and adventure elements resonate with the user's interest in complex, visually stunning narratives, akin to "Apocalypse Now."  
  Rank 10: Movie 2285 - Reason: The rebellious spirit and dramatic themes reflect the user's appreciation for films that challenge social norms, similar to the conflicts depicted in "The Graduate."
rejected: Rank 1: Movie 3452 - Reason: The crime and thriller aspects resonate with the user's preference for intense and dramatic storytelling, echoing themes found in "Primal Fear" and "Bonnie and Clyde."  
  Rank 2: Movie 887 - Reason: The romantic and dramatic narrative set against a historical backdrop complements the user's appreciation for character-driven stories, as seen in "The Graduate."  
  Rank 3: Movie 924 - Reason: This classic science fiction film's mystery and adventure elements resonate with the user's interest in complex, visually stunning narratives, akin to "Apocalypse Now."  
  Rank 4: Movie 3664 - Reason: This horror film's mystery and thriller elements align with the user's interest in complex and intriguing plots, akin to "Eyes Wide Shut."  
  Rank 5: Movie 1592 - Reason: This family-friendly comedy resonates with the user's enjoyment of light-hearted narratives like "Parenthood" and "This Is Spinal Tap."  
  Rank 6: Movie 407 - Reason: The mysterious thriller components align with the user's taste for suspenseful narratives, similar to those in "Apocalypse Now" and "In the Mouth of Madness."  
  Rank 7: Movie 2285 - Reason: The rebellious spirit and dramatic themes reflect the user's appreciation for films that challenge social norms, similar to the conflicts depicted in "The Graduate."
  Rank 8: Movie 759 - Reason: This documentary's exploration of art and history aligns with the user's appreciation for thought-provoking content, similar to the depth found in "Eyes Wide Shut."  
  Rank 9: Movie 494 - Reason: The action and thriller elements appeal to the user's taste for intense, suspenseful films, reflecting themes found in "Saving Private Ryan."  
  Rank 10: Movie 3439 - Reason: This movie combines action, comedy, and adventure elements, appealing to the user's interest in engaging and entertaining narratives, similar to their enjoyment of films like "Weekend at Bernie's" and "This Is Spinal Tap."  