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 471:The Hudsucker Proxy (Genres: Comedy, Drama; Language: en; Overview: Naive graduate becomes president of company involved in stock scam.), Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 1590:Event Horizon (Genres: Horror, Science Fiction, Mystery; Language: en; Overview: Astronauts investigate lost starship, uncovering terrifying truths aboard.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.), Movie 2174:Beetlejuice (Genres: Fantasy, Comedy; Language: en; Overview: Young couple becomes poltergeists, seek help to scare new owners.), Movie 2600:eXistenZ (Genres: Action, Thriller, Science Fiction, Horror; Language: en; Overview: Designer on the run must test game with marketing trainee.), Movie 3702:Mad Max (Genres: Adventure, Action, Thriller, Science Fiction; Language: en; Overview: Dystopian Australia: biker gang murders cop's family, igniting revenge.)
  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 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.),, Movie 3210:Fast Times at Ridgemont High (Genres: Comedy; Language: en; Overview: High school love and adventures in Southern California, featuring surfers.),, Movie 273:Mary Shelley's Frankenstein (Genres: Drama, Horror, Science Fiction, Romance; Language: en; Overview: "Frankenstein" reveals a doctor's obsession with creating life, consequences follow.),, Movie 1031:Bedknobs and Broomsticks (Genres: Adventure, Fantasy, Animation, Comedy, Family, Music; Language: en; Overview: Children evacuated in WWII discover their guardian is a trainee witch.),, Movie 42:Dead Presidents (Genres: Action, Crime, Drama, History; Language: en; Overview: Heist of retired bills highlights Black Americans' Vietnam War disillusionment.),, Movie 3003:Train of Life (Genres: Drama, Comedy, War; Language: fr; Overview: Jewish villagers fake deportation train to escape Nazis to Palestine.),, Movie 3256:Patriot Games (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Jack Ryan's interference with IRA leads to threats against him.),, Movie 3619:The Hollywood Knights (Genres: Comedy; Language: en; Overview: Comedic gang led by Newbomb Turk causes chaos on Halloween.), Movie 424:Blue Chips (Genres: Drama; Language: en; Overview: Desperate coach faces pressure as team struggles and recruits dwindles.),
  
  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 3619 - Reason: This comedy aligns with the user's interest in light-hearted narratives, similar to their enjoyment of "The Hudsucker Proxy" and "Beetlejuice."  
  Rank 2: Movie 3032 - Reason: The action and science fiction elements resonate with the user's preference for intense and thrilling plots, as seen in "A Clockwork Orange" and "Event Horizon."  
  Rank 3: Movie 3003 - Reason: This film's blend of drama and comedy reflects the user's appreciation for complex narratives, akin to "Midnight Cowboy."  
  Rank 4: Movie 1031 - Reason: The adventure and fantasy aspects appeal to the user's enjoyment of imaginative stories, comparable to "Beetlejuice."  
  Rank 5: Movie 273 - Reason: The horror and science fiction themes connect with the user's interest in darker narratives, similar to "The Shining" and "Event Horizon."  
  Rank 6: Movie 424 - Reason: This drama about sports and pressure resonates with the user's interest in character-driven stories like "The Hunt for Red October."  
  Rank 7: Movie 529 - Reason: The coming-of-age theme parallels the user's enjoyment of character-centric narratives, similar to "Fast Times at Ridgemont High."  
  Rank 8: Movie 3256 - Reason: The action and thriller elements align with the user's taste for suspenseful storytelling, as seen in "Jaws" and "Patriot Games."  
  Rank 9: Movie 3210 - Reason: This comedy about high school experiences connects with the user's enjoyment of youthful adventures, reflecting aspects of "The Hudsucker Proxy."  
  Rank 10: Movie 42 - Reason: The crime and drama elements resonate with the user's interest in thought-provoking narratives that explore societal issues, similar to "Midnight Cowboy."
rejected: Rank 1: Movie 273 - Reason: The horror and science fiction themes connect with the user's interest in darker narratives, similar to "The Shining" and "Event Horizon."  
  Rank 2: Movie 3032 - Reason: The action and science fiction elements resonate with the user's preference for intense and thrilling plots, as seen in "A Clockwork Orange" and "Event Horizon."  
  Rank 3: Movie 3619 - Reason: This comedy aligns with the user's interest in light-hearted narratives, similar to their enjoyment of "The Hudsucker Proxy" and "Beetlejuice."  
  Rank 4: Movie 3210 - Reason: This comedy about high school experiences connects with the user's enjoyment of youthful adventures, reflecting aspects of "The Hudsucker Proxy."  
  Rank 5: Movie 3256 - Reason: The action and thriller elements align with the user's taste for suspenseful storytelling, as seen in "Jaws" and "Patriot Games."  
  Rank 6: Movie 42 - Reason: The crime and drama elements resonate with the user's interest in thought-provoking narratives that explore societal issues, similar to "Midnight Cowboy."
  Rank 7: Movie 529 - Reason: The coming-of-age theme parallels the user's enjoyment of character-centric narratives, similar to "Fast Times at Ridgemont High."  
  Rank 8: Movie 1031 - Reason: The adventure and fantasy aspects appeal to the user's enjoyment of imaginative stories, comparable to "Beetlejuice."  
  Rank 9: Movie 424 - Reason: This drama about sports and pressure resonates with the user's interest in character-driven stories like "The Hunt for Red October."  
  Rank 10: Movie 3003 - Reason: This film's blend of drama and comedy reflects the user's appreciation for complex narratives, akin to "Midnight Cowboy."  