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 407:In the Mouth of Madness (Genres: Horror, Mystery, Thriller; Language: en; Overview: Insurance investigator uncovers chaos in town after author disappears.), Movie 1285:Heathers (Genres: Thriller, Comedy, Drama; Language: en; Overview: Girl learns social manipulation from rebel, targeting popular classmates.), Movie 1288:This Is Spinal Tap (Genres: Comedy, Music; Language: en; Overview: "This Is Spinal Tap" explores a struggling metal band's journey.), Movie 1965:Repo Man (Genres: Comedy, Crime, Science Fiction, Thriller; Language: en; Overview: Young punk becomes repo man, faces aliens, CIA, and Chevy.), Movie 2115:Indiana Jones and the Temple of Doom (Genres: Adventure, Action; Language: en; Overview: Indiana Jones seeks a mystical stone, uncovering a secret cult.), Movie 2117:Nineteen Eighty-Four (Genres: Drama, Romance, Science Fiction; Language: en; Overview: Orwell's novel depicts a man rebelling through love in dystopia.), Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.), Movie 3840:Pumpkinhead (Genres: Fantasy, Horror; Language: en; Overview: Man summons Pumpkinhead demon for revenge on son's killers.)
  There are 10 Candidates for recommendation: Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.),, Movie 3942:Sorority House Massacre II (Genres: Comedy, Horror, Thriller; Language: en; Overview: Five college women buy haunted house, experience terrifying supernatural events.), Movie 1556:Speed 2: Cruise Control (Genres: Action, Adventure, Thriller; Language: en; Overview: Couple's dream cruise becomes terror due to lunatic computer genius.),, Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.),, Movie 786:Eraser (Genres: Action, Drama, Mystery, Thriller; Language: en; Overview: U.S. Marshal protects witness, uncovers corruption, risks his life.),, Movie 3513:Rules of Engagement (Genres: Action, Adventure, Drama, History, War; Language: en; Overview: War hero on trial for failed rescue; friend defends him.),, Movie 1326:Amityville II: The Possession (Genres: Horror; Language: en; Overview: Lutz family escapes, but previous occupants faced tragic fate.),, Movie 3613:Things Change (Genres: Drama, Comedy, Crime; Language: en; Overview: Mafia henchman and shoe repairman become unlikely friends in danger.),, Movie 3727:Near Dark (Genres: Drama, Horror, Thriller; Language: en; Overview: Midwestern boy becomes undead after meeting southern vampire girl.),, Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),
  
  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 3727 - Reason: This movie combines drama, horror, and thriller elements, aligning strongly with the user's preference for intense and character-driven stories as seen in their history.  
  Rank 2: Movie 32 - Reason: This movie features science fiction and thriller elements, offering a complex, thought-provoking narrative that matches the user's interest in engaging and mysterious plots.  
  Rank 3: Movie 1222 - Reason: The film's focus on the dehumanization of recruits during war resonates with the user's interest in serious, dramatic themes as seen in movies like "Nineteen Eighty-Four."  
  Rank 4: Movie 786 - Reason: This action-thriller involves a mystery surrounding corruption, appealing to the user's enjoyment of suspenseful narratives, similar to "Repo Man."  
  Rank 5: Movie 1326 - Reason: This horror film aligns with the user's interest in supernatural elements, mirroring their enjoyment of films like "Pumpkinhead."  
  Rank 6: Movie 1556 - Reason: The combination of action, adventure, and thriller elements in a high-stakes scenario matches the user's preference for thrilling escapism, as seen in "Indiana Jones and the Temple of Doom."  
  Rank 7: Movie 3942 - Reason: This comedy-horror blend appeals to the user's taste for lighter, yet thrilling narratives, similar to "Heathers."  
  Rank 8: Movie 3032 - Reason: This action and science fiction film features survival against overwhelming odds, resonating with the user's appreciation for intense and adventurous plots like "Predator."  
  Rank 9: Movie 3513 - Reason: The historical war drama aspect and courtroom tension align with the user's interest in complex narratives, reminiscent of "Nineteen Eighty-Four."  
  Rank 10: Movie 3613 - Reason: This film's blend of drama and crime with an unexpected friendship mirrors the user's enjoyment of character-driven stories, similar to "Being John Malkovich."
rejected: Rank 1: Movie 3942 - Reason: This comedy-horror blend appeals to the user's taste for lighter, yet thrilling narratives, similar to "Heathers."  
  Rank 2: Movie 1326 - Reason: This horror film aligns with the user's interest in supernatural elements, mirroring their enjoyment of films like "Pumpkinhead."  
  Rank 3: Movie 1556 - Reason: The combination of action, adventure, and thriller elements in a high-stakes scenario matches the user's preference for thrilling escapism, as seen in "Indiana Jones and the Temple of Doom."  
  Rank 4: Movie 3613 - Reason: This film's blend of drama and crime with an unexpected friendship mirrors the user's enjoyment of character-driven stories, similar to "Being John Malkovich."
  Rank 5: Movie 3513 - Reason: The historical war drama aspect and courtroom tension align with the user's interest in complex narratives, reminiscent of "Nineteen Eighty-Four."  
  Rank 6: Movie 3727 - Reason: This movie combines drama, horror, and thriller elements, aligning strongly with the user's preference for intense and character-driven stories as seen in their history.  
  Rank 7: Movie 1222 - Reason: The film's focus on the dehumanization of recruits during war resonates with the user's interest in serious, dramatic themes as seen in movies like "Nineteen Eighty-Four."  
  Rank 8: Movie 3032 - Reason: This action and science fiction film features survival against overwhelming odds, resonating with the user's appreciation for intense and adventurous plots like "Predator."  
  Rank 9: Movie 786 - Reason: This action-thriller involves a mystery surrounding corruption, appealing to the user's enjoyment of suspenseful narratives, similar to "Repo Man."  
  Rank 10: Movie 32 - Reason: This movie features science fiction and thriller elements, offering a complex, thought-provoking narrative that matches the user's interest in engaging and mysterious plots.  