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 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 1246:Dead Poets Society (Genres: Drama; Language: en; Overview: Teacher inspires students to rebel against convention at boarding school.), Movie 1361:Paradise Lost: The Child Murders at Robin Hood Hills (Genres: Documentary, Drama; Language: en; Overview: Triple child murder leads to trial of three boys, questionable evidence.), Movie 2303:Nashville (Genres: Drama, Music; Language: en; Overview: Interconnected Nashville stories explore music, relationships, and personal struggles.), Movie 2746:Little Shop of Horrors (Genres: Horror, Comedy, Music; Language: en; Overview: Nerdy orphan Seymour discovers a bloodthirsty plant, Audrey II.), Movie 2750:Radio Days (Genres: Comedy, Drama; Language: en; Overview: Narrator reflects on radio's impact during childhood in 1930s-1940s.), Movie 3052:Dogma (Genres: Fantasy, Comedy, Adventure; Language: en; Overview: Good and Evil clash in late 20th century New Jersey.), Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.), Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.), Movie 3949:Requiem for a Dream (Genres: Crime, Drama; Language: en; Overview: Four ambitious individuals' lives are ruined by spiraling drug addictions.)
  There are 10 Candidates for recommendation: Movie 215:Before Sunrise (Genres: Drama, Romance; Language: en; Overview: American boy and French girl connect in Vienna's fairytale love.),, Movie 470:House Party 3 (Genres: Comedy; Language: en; Overview: Kid marries Veda; Play manages a female rap group.),, Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.),, Movie 3755:The Perfect Storm (Genres: Drama; Language: en; Overview: In October 1991, a storm sank the fishing boat Andrea Gail.),, Movie 3919:Hellraiser III: Hell on Earth (Genres: Horror, Thriller, War; Language: en; Overview: Pinhead escapes, seeks revenge, while a reporter investigates murders.), Movie 288:Natural Born Killers (Genres: Crime, Thriller, Drama; Language: en; Overview: Childhood trauma leads lovers to become glorified serial murderers.),, Movie 3693:The Toxic Avenger (Genres: Science Fiction, Action, Comedy, Horror; Language: en; Overview: Toxic Avenger emerges from toxic waste; villains beware of him!),, Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.),, Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.),, Movie 449:Fear of a Black Hat (Genres: Comedy; Language: en; Overview: Mockumentary humorously chronicles N.W.H.'s rise, fall, and resurrection.),
  
  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 25 - Reason: This movie combines elements of drama and romance, reflecting the user's interest in complex relationships as seen in "Pretty Woman" and "Dead Poets Society."  
  Rank 2: Movie 1441 - Reason: The mix of comedy, drama, and romance aligns with the user's preference for light-hearted, yet emotionally resonant stories, similar to "Little Shop of Horrors" and "Radio Days."  
  Rank 3: Movie 288 - Reason: The themes of crime and psychological drama resonate with the user's appreciation for intense narratives, as seen in "Requiem for a Dream."  
  Rank 4: Movie 3919 - Reason: The horror and thriller aspects appeal to the user's interest in darker themes, akin to the blend of horror and comedy in "Little Shop of Horrors."  
  Rank 5: Movie 2108 - Reason: The romantic and comedic elements, along with a touch of fantasy, connect with the user's enjoyment of films like "Pretty Woman" and "Dogma."  
  Rank 6: Movie 3693 - Reason: The combination of science fiction, comedy, and horror offers a unique twist that matches the user's eclectic taste, similar to "Dogma."  
  Rank 7: Movie 449 - Reason: This mockumentary's humor aligns with the user's appreciation for comedy, reflecting the light-heartedness found in "Radio Days."  
  Rank 8: Movie 3755 - Reason: The dramatic storytelling about real-life events resonates with the user's interest in serious themes, similar to "Dead Poets Society."  
  Rank 9: Movie 215 - Reason: The romantic connection between characters in a picturesque setting echoes the user's fondness for romantic narratives like "Pretty Woman."  
  Rank 10: Movie 470 - Reason: The comedic elements and focus on relationships align with the user’s enjoyment of lighthearted comedies, as seen in "Radio Days."
rejected: Rank 1: Movie 215 - Reason: The romantic connection between characters in a picturesque setting echoes the user's fondness for romantic narratives like "Pretty Woman."  
  Rank 2: Movie 3755 - Reason: The dramatic storytelling about real-life events resonates with the user's interest in serious themes, similar to "Dead Poets Society."  
  Rank 3: Movie 288 - Reason: The themes of crime and psychological drama resonate with the user's appreciation for intense narratives, as seen in "Requiem for a Dream."  
  Rank 4: Movie 1441 - Reason: The mix of comedy, drama, and romance aligns with the user's preference for light-hearted, yet emotionally resonant stories, similar to "Little Shop of Horrors" and "Radio Days."  
  Rank 5: Movie 25 - Reason: This movie combines elements of drama and romance, reflecting the user's interest in complex relationships as seen in "Pretty Woman" and "Dead Poets Society."  
  Rank 6: Movie 2108 - Reason: The romantic and comedic elements, along with a touch of fantasy, connect with the user's enjoyment of films like "Pretty Woman" and "Dogma."  
  Rank 7: Movie 3693 - Reason: The combination of science fiction, comedy, and horror offers a unique twist that matches the user's eclectic taste, similar to "Dogma."  
  Rank 8: Movie 449 - Reason: This mockumentary's humor aligns with the user's appreciation for comedy, reflecting the light-heartedness found in "Radio Days."  
  Rank 9: Movie 3919 - Reason: The horror and thriller aspects appeal to the user's interest in darker themes, akin to the blend of horror and comedy in "Little Shop of Horrors."  
  Rank 10: Movie 470 - Reason: The comedic elements and focus on relationships align with the user’s enjoyment of lighthearted comedies, as seen in "Radio Days."