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 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 926:All About Eve (Genres: Drama; Language: en; Overview: Eve schemes to usurp Margo's stardom, causing chaos and intrigue.), Movie 1125:The Return of the Pink Panther (Genres: Mystery, Comedy, Crime; Language: en; Overview: Pink Panther jewel stolen; Inspector Clouseau investigates 'The Phantom'.), Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2139:The Secret of NIMH (Genres: Fantasy, Animation, Drama, Family; Language: en; Overview: A mother mouse relocates her family with help from allies.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.)
  There are 10 Candidates for recommendation: Movie 248:Houseguest (Genres: Comedy, Family; Language: en; Overview: Con man pretends to be family friend to escape mob debt.),, Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.),, Movie 436:Color of Night (Genres: Drama, Mystery, Romance, Thriller; Language: en; Overview: Psychiatrist Bill Capa uncovers mystery while starting affair in L.A.),, Movie 2012:Back to the Future Part III (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc face challenges in the Wild West, 1885.),, Movie 3478:La Bamba (Genres: Drama, Music; Language: en; Overview: Ritchie Valens' rise to fame tragically ended in a crash.),, Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.),, Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.), Movie 295:A Pyromaniac's Love Story (Genres: Comedy, Drama, Romance; Language: en; Overview: Pastry boy and mogul's son caught in arson love-quadrangle.),
  
  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 2009 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 295 - Reason: The blend of comedy and romance in this film resonates with the user's enjoyment of character-driven narratives found in movies like "The Hudsucker Proxy" and "The Piano."  
  Rank 3: Movie 1690 - Reason: The science fiction and horror aspects of this movie reflect the user's interest in intense and dramatic narratives, as seen in "Full Metal Jacket" and "Close Encounters of the Third Kind."  
  Rank 4: Movie 3682 - Reason: This action-thriller aligns with the user's taste for suspenseful plots, similar to the tension found in "The Return of the Pink Panther" and "Run Lola Run."  
  Rank 5: Movie 436 - Reason: The dramatic and romantic elements in this film echo the user's interest in complex relationships and mysteries, akin to the themes in "The Piano" and "All About Eve."  
  Rank 6: Movie 1247 - Reason: This movie's exploration of romantic entanglements and the journey of a young graduate connects with the user's affinity for character-driven dramas like "The Breakfast Club."  
  Rank 7: Movie 248 - Reason: The comedic and family-oriented storyline matches the user's enjoyment of light-hearted films such as "Caddyshack" and "The Breakfast Club."  
  Rank 8: Movie 2396 - Reason: The historical romance in this film speaks to the user's appreciation for dramatic narratives, similar to "The Piano" and "All About Eve."  
  Rank 9: Movie 3478 - Reason: The focus on music and personal struggle in this drama aligns with the user's interest in character-driven stories, as seen in "The Piano."  
  Rank 10: Movie 2012 - Reason: The adventurous and comedic elements in this film resonate with the user's past enjoyment of light-hearted, imaginative stories like "Caddyshack."
rejected: Rank 1: Movie 3682 - Reason: This action-thriller aligns with the user's taste for suspenseful plots, similar to the tension found in "The Return of the Pink Panther" and "Run Lola Run."  
  Rank 2: Movie 295 - Reason: The blend of comedy and romance in this film resonates with the user's enjoyment of character-driven narratives found in movies like "The Hudsucker Proxy" and "The Piano."  
  Rank 3: Movie 2012 - Reason: The adventurous and comedic elements in this film resonate with the user's past enjoyment of light-hearted, imaginative stories like "Caddyshack."
  Rank 4: Movie 248 - Reason: The comedic and family-oriented storyline matches the user's enjoyment of light-hearted films such as "Caddyshack" and "The Breakfast Club."  
  Rank 5: Movie 1247 - Reason: This movie's exploration of romantic entanglements and the journey of a young graduate connects with the user's affinity for character-driven dramas like "The Breakfast Club."  
  Rank 6: Movie 3478 - Reason: The focus on music and personal struggle in this drama aligns with the user's interest in character-driven stories, as seen in "The Piano."  
  Rank 7: Movie 1690 - Reason: The science fiction and horror aspects of this movie reflect the user's interest in intense and dramatic narratives, as seen in "Full Metal Jacket" and "Close Encounters of the Third Kind."  
  Rank 8: Movie 2009 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 9: Movie 2396 - Reason: The historical romance in this film speaks to the user's appreciation for dramatic narratives, similar to "The Piano" and "All About Eve."  
  Rank 10: Movie 436 - Reason: The dramatic and romantic elements in this film echo the user's interest in complex relationships and mysteries, akin to the themes in "The Piano" and "All About Eve."  