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 52:Mighty Aphrodite (Genres: Comedy, Romance; Language: en; Overview: Father seeks son's mother, aiming to reform her lifestyle.), Movie 670:The World of Apu (Genres: Drama; Language: bn; Overview: Apu, a jobless ex-student, dreams of writing while visiting.), Movie 898:The Philadelphia Story (Genres: Comedy, Romance; Language: en; Overview: Heiress Tracy Lord's wedding plans disrupted by ex-husband Dexter Haven.), Movie 1148:The Wrong Trousers (Genres: Animation, Comedy, Family; Language: en; Overview: Gromit thwarts a criminal penguin's robbery plan with ingenuity.), Movie 1246:Dead Poets Society (Genres: Drama; Language: en; Overview: Teacher inspires students to rebel against convention at boarding school.), Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Movie 1938:The Lost Weekend (Genres: Drama; Language: en; Overview: Alcoholic Don Birnam faces intense cravings during a weekend bender.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 3334:Key Largo (Genres: Crime, Drama, Thriller; Language: en; Overview: Hurricane outside; mobster holds hotel guests hostage, creating inner turmoil.), Movie 3678:The Man with the Golden Arm (Genres: Crime, Drama, Romance; Language: en; Overview: Heroin addict Frankie struggles with rehabilitation in prison, 1955 film.)
  There are 10 Candidates for recommendation: Movie 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.),, Movie 2505:8MM (Genres: Thriller, Crime, Mystery; Language: en; Overview: Tom Welles' obsession with a film reel disrupts his life.),, Movie 1364:Zero Kelvin (Genres: Drama, Thriller; Language: no; Overview: Aspiring poet Larsen navigates love and conflict in Arctic isolation.),, Movie 49:When Night Is Falling (Genres: Drama, Romance; Language: en; Overview: Prudish professor falls for free-spirited carnival worker in town.),, Movie 954:Mr. Smith Goes to Washington (Genres: Comedy, Drama; Language: en; Overview: Naive Smith faces political corruption while pursuing a boys' camp.),, Movie 926:All About Eve (Genres: Drama; Language: en; Overview: Eve schemes to usurp Margo's stardom, causing chaos and intrigue.),, Movie 3091:Kagemusha (Genres: Action, Drama, History, War; Language: ja; Overview: Peasant thief impersonates dead warlord, haunted by spirit and ambitions.), Movie 935:The Band Wagon (Genres: Comedy, Music; Language: en; Overview: Artistic director transforms new Broadway musical into something unrecognizable.),, Movie 2369:Desperately Seeking Susan (Genres: Comedy; Language: en; Overview: Bored housewife becomes entwined in another woman's life through identity.),, Movie 193:Showgirls (Genres: Drama; Language: en; Overview: Nomi, a drifter, fights for success as a Vegas showgirl.),
  
  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 935 - Reason: This movie features a comedic approach to the world of Broadway, aligning well with the user's enjoyment of comedies such as "Mighty Aphrodite" and "The Philadelphia Story."  
  Rank 2: Movie 954 - Reason: This film combines comedy and drama, addressing themes of idealism and corruption, which resonates with the user's interest in complex narratives seen in "Dead Poets Society."  
  Rank 3: Movie 1364 - Reason: This drama-thriller explores deep emotional conflicts, appealing to the user's appreciation for dramatic and introspective films like "The Lost Weekend."  
  Rank 4: Movie 49 - Reason: This romantic drama tells a story of unexpected love, similar to the romantic elements found in the user's favorites like "Mighty Aphrodite" and "The Philadelphia Story."  
  Rank 5: Movie 2505 - Reason: This thriller involves a psychological obsession, which aligns with the user's interest in intense and dramatic narratives as seen in "The Man with the Golden Arm."  
  Rank 6: Movie 926 - Reason: This film's exploration of ambition and rivalry in the world of theater resonates with the user's appreciation for drama and character-driven stories like "Dead Poets Society."  
  Rank 7: Movie 193 - Reason: This drama about ambition and struggle in the entertainment industry aligns with the user's interest in complex characters, found in films like "The Philadelphia Story."  
  Rank 8: Movie 235 - Reason: This comedic drama about an eccentric filmmaker mirrors the user's enjoyment of quirky narratives, similar to "The Wrong Trousers."  
  Rank 9: Movie 3091 - Reason: This historical drama with action elements appeals to the user's taste for deeper stories, akin to "Key Largo" and its dramatic themes.  
  Rank 10: Movie 2369 - Reason: This comedy about mistaken identities aligns with the user's interest in lighthearted narratives, similar to those found in "Mighty Aphrodite" and "Desperately Seeking Susan."
rejected: Rank 1: Movie 954 - Reason: This film combines comedy and drama, addressing themes of idealism and corruption, which resonates with the user's interest in complex narratives seen in "Dead Poets Society."  
  Rank 2: Movie 935 - Reason: This movie features a comedic approach to the world of Broadway, aligning well with the user's enjoyment of comedies such as "Mighty Aphrodite" and "The Philadelphia Story."  
  Rank 3: Movie 1364 - Reason: This drama-thriller explores deep emotional conflicts, appealing to the user's appreciation for dramatic and introspective films like "The Lost Weekend."  
  Rank 4: Movie 2505 - Reason: This thriller involves a psychological obsession, which aligns with the user's interest in intense and dramatic narratives as seen in "The Man with the Golden Arm."  
  Rank 5: Movie 926 - Reason: This film's exploration of ambition and rivalry in the world of theater resonates with the user's appreciation for drama and character-driven stories like "Dead Poets Society."  
  Rank 6: Movie 3091 - Reason: This historical drama with action elements appeals to the user's taste for deeper stories, akin to "Key Largo" and its dramatic themes.  
  Rank 7: Movie 193 - Reason: This drama about ambition and struggle in the entertainment industry aligns with the user's interest in complex characters, found in films like "The Philadelphia Story."  
  Rank 8: Movie 2369 - Reason: This comedy about mistaken identities aligns with the user's interest in lighthearted narratives, similar to those found in "Mighty Aphrodite" and "Desperately Seeking Susan."
  Rank 9: Movie 235 - Reason: This comedic drama about an eccentric filmmaker mirrors the user's enjoyment of quirky narratives, similar to "The Wrong Trousers."  
  Rank 10: Movie 49 - Reason: This romantic drama tells a story of unexpected love, similar to the romantic elements found in the user's favorites like "Mighty Aphrodite" and "The Philadelphia Story."  