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 11:The American President (Genres: Comedy, Drama, Romance; Language: en; Overview: Widowed president pursues lobbyist, causing rumors and approval decline.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 922:Sunset Boulevard (Genres: Drama; Language: en; Overview: A struggling screenwriter crafts a screenplay for a forgotten star.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 2065:The Purple Rose of Cairo (Genres: Fantasy, Comedy, Romance; Language: en; Overview: Cecilia escapes dreary life through movies during the Great Depression.), Movie 2433:A Civil Action (Genres: Drama; Language: pt; Overview: Cynical lawyer becomes obsessed with a potentially lucrative case.), Movie 2541:Cruel Intentions (Genres: Drama, Romance, Thriller; Language: en; Overview: Kathryn challenges Sebastian; win a prize, lose a possession.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.)
  There are 10 Candidates for recommendation: Movie 1759:Four Days in September (Genres: Action, Drama, Foreign, History, Thriller; Language: pt; Overview: Journalist kidnaps ambassador to free friend and political prisoners.),, Movie 2661:It Came from Outer Space (Genres: Horror, Science Fiction; Language: en; Overview: Astronomer claims meteorite is inhabited spacecraft, faces local scorn.),, Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.),, Movie 803:Walking and Talking (Genres: Comedy, Drama, Romance; Language: en; Overview: Amelia faces challenges with friends' support and brief romance.),, Movie 3843:Sleepaway Camp (Genres: Horror; Language: en; Overview: Shy Angela Baker's summer camp leads to disastrous consequences for others.), Movie 3422:She's Gotta Have It (Genres: Comedy, Romance; Language: en; Overview: Nola juggles three relationships, resisting commitment to any man.),, Movie 2004:Gremlins 2: The New Batch (Genres: Comedy, Horror, Fantasy; Language: en; Overview: Billy and Kate face genetically altered Gremlins in New York.),, Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.),, Movie 1280:Raise the Red Lantern (Genres: Drama; Language: zh; Overview: Songlian navigates rivalry and power struggles among her husband's wives.),, Movie 2369:Desperately Seeking Susan (Genres: Comedy; Language: en; Overview: Bored housewife becomes entwined in another woman's life through identity.),
  
  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 2004 - Reason: This comedy-horror film features a mix of humor and fantasy elements, appealing to the user's enjoyment of comedic narratives like "The American President" and "The Purple Rose of Cairo".  
  Rank 2: Movie 803 - Reason: This film combines comedy and romance, resonating with the user's preference for character-driven stories that explore relationships, similar to "The Graduate" and "Cruel Intentions".  
  Rank 3: Movie 2661 - Reason: The science fiction and horror aspects of this movie align with the user's interest in unique narratives, similar to the dramatic elements found in "Boys Don't Cry".  
  Rank 4: Movie 648 - Reason: This action-thriller features a complex plot of espionage, appealing to the user's interest in intense narratives as seen in "A Civil Action".  
  Rank 5: Movie 1280 - Reason: The dramatic themes of rivalry and power dynamics resonate with the user's appreciation for deep character studies as seen in "Schindler's List".  
  Rank 6: Movie 1759 - Reason: Combining action and historical drama, this film speaks to the user's interest in politically charged narratives like "Boys Don't Cry" and "Schindler's List".  
  Rank 7: Movie 3422 - Reason: This film's exploration of romantic relationships aligns with the user's interest in character-driven stories, similar to "Cruel Intentions" and "The Graduate".  
  Rank 8: Movie 2369 - Reason: The comedic elements and identity exploration in this film relate to the user's enjoyment of light-hearted narratives like "The Purple Rose of Cairo".  
  Rank 9: Movie 17 - Reason: This drama-romance film shares themes of social class and familial struggles, connecting with the user's interest in character-driven stories as seen in "The Graduate".  
  Rank 10: Movie 3843 - Reason: The horror elements combined with a unique storyline resonate with the user's appreciation for complex narratives, similar to those found in "The Shawshank Redemption".
rejected: Rank 1: Movie 3843 - Reason: The horror elements combined with a unique storyline resonate with the user's appreciation for complex narratives, similar to those found in "The Shawshank Redemption".
  Rank 2: Movie 3422 - Reason: This film's exploration of romantic relationships aligns with the user's interest in character-driven stories, similar to "Cruel Intentions" and "The Graduate".  
  Rank 3: Movie 1280 - Reason: The dramatic themes of rivalry and power dynamics resonate with the user's appreciation for deep character studies as seen in "Schindler's List".  
  Rank 4: Movie 803 - Reason: This film combines comedy and romance, resonating with the user's preference for character-driven stories that explore relationships, similar to "The Graduate" and "Cruel Intentions".  
  Rank 5: Movie 1759 - Reason: Combining action and historical drama, this film speaks to the user's interest in politically charged narratives like "Boys Don't Cry" and "Schindler's List".  
  Rank 6: Movie 2004 - Reason: This comedy-horror film features a mix of humor and fantasy elements, appealing to the user's enjoyment of comedic narratives like "The American President" and "The Purple Rose of Cairo".  
  Rank 7: Movie 17 - Reason: This drama-romance film shares themes of social class and familial struggles, connecting with the user's interest in character-driven stories as seen in "The Graduate".  
  Rank 8: Movie 2661 - Reason: The science fiction and horror aspects of this movie align with the user's interest in unique narratives, similar to the dramatic elements found in "Boys Don't Cry".  
  Rank 9: Movie 2369 - Reason: The comedic elements and identity exploration in this film relate to the user's enjoyment of light-hearted narratives like "The Purple Rose of Cairo".  
  Rank 10: Movie 648 - Reason: This action-thriller features a complex plot of espionage, appealing to the user's interest in intense narratives as seen in "A Civil Action".  