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 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.), Movie 1185:My Left Foot: The Story of Christy Brown (Genres: Drama; Language: en; Overview: Christy Brown overcomes cerebral palsy, revealing his intelligence through flashbacks.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1295:The Unbearable Lightness of Being (Genres: Comedy, Romance; Language: en; Overview: Surgeon Tomas pursues Tereza, navigating love and infidelity during upheaval.), Movie 1299:The Killing Fields (Genres: War, Drama, History; Language: en; Overview: Journalists' friendship endures during Cambodia's tragic Khmer Rouge era.), Movie 1302:Field of Dreams (Genres: Drama, Fantasy; Language: en; Overview: Iowa farmer builds baseball diamond after hearing a mysterious voice.), Movie 2620:This Is My Father (Genres: Drama, Romance; Language: en; Overview: Kieran discovers his true heritage and seeks answers in Ireland.), Movie 3654:The Guns of Navarone (Genres: Action, Adventure, Drama, War; Language: en; Overview: Allied saboteurs attempt to destroy Nazi guns to rescue soldiers.)
  There are 10 Candidates for recommendation: Movie 3264:Buffy the Vampire Slayer (Genres: Action, Comedy, Horror; Language: en; Overview: Buffy, cheerleader, battles vampires while pursuing her dreams.),, Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.),, Movie 2816:Iron Eagle II (Genres: Action, Adventure, Drama, Thriller; Language: en; Overview: Chappy Sinclair unites U.S. and Soviet pilots against sabotage.),, Movie 1959:Out of Africa (Genres: Drama; Language: en; Overview: Danish author Karen Blixen's life in Africa, 20th century.),, Movie 766:I Shot Andy Warhol (Genres: Drama; Language: en; Overview: Valerie Solanas, radical feminist, shot Andy Warhol over ignored screenplay.),, Movie 1279:Night on Earth (Genres: Comedy, Drama; Language: en; Overview: Five cab drivers in different cities share remarkable fares.),, Movie 1183:The English Patient (Genres: Drama, Romance, War; Language: en; Overview: Count Almásy experiences love, betrayal, and politics during WWII.),, Movie 3011:They Shoot Horses, Don't They? (Genres: Drama; Language: en; Overview: Desperate characters gamble their futures in a dance marathon.),, Movie 2883:Mumford (Genres: Comedy, Drama, Romance; Language: en; Overview: Psychologist moves to Mumford, gains popularity despite questionable past.),, Movie 3649:American Gigolo (Genres: Thriller, Drama, Crime, Romance; Language: en; Overview: Julian's escort life complicates as love and murder intertwine.)
  
  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 3649 - Reason: The intertwining of love and crime in a thriller format resonates with the user’s appreciation for complex narratives as seen in movies like "The Remains of the Day" and "The Piano."  
  Rank 2: Movie 1959 - Reason: The dramatic portrayal of personal struggles in a historical context aligns with the user’s interest in character-driven narratives found in films like "My Left Foot" and "The Killing Fields."  
  Rank 3: Movie 3264 - Reason: The blend of action and comedy in a unique premise appeals to the user’s enjoyment of quirky storytelling as evidenced by "Ed Wood" and "The Unbearable Lightness of Being."  
  Rank 4: Movie 1279 - Reason: The exploration of human experiences through different characters aligns with the user’s preference for ensemble casts and character studies like "The Graduate" and "This Is My Father."  
  Rank 5: Movie 2816 - Reason: The action-packed adventure with themes of camaraderie and conflict resonates with the user’s interest in war and adventure genres as seen in "The Guns of Navarone."  
  Rank 6: Movie 766 - Reason: The focus on a radical figure and her complex motivations mirrors the user’s appreciation for strong character-driven dramas like "The English Patient."  
  Rank 7: Movie 3011 - Reason: The desperate characters and their emotional journeys resonate with the user’s interest in intense dramas exploring human conditions, similar to "My Left Foot."  
  Rank 8: Movie 1183 - Reason: The intertwining themes of love and war reflect the user’s affinity for romantic dramas set against historical backdrops, akin to "The Piano" and "The Remains of the Day."  
  Rank 9: Movie 2291 - Reason: The fantasy elements combined with a poignant story of isolation and acceptance align with the user’s appreciation for emotional depth found in films like "The Unbearable Lightness of Being."  
  Rank 10: Movie 2883 - Reason: The combination of comedy and romance in a character-centered story resonates with the user’s taste for light-hearted yet meaningful narratives as seen in "The Graduate."
rejected: Rank 1: Movie 1959 - Reason: The dramatic portrayal of personal struggles in a historical context aligns with the user’s interest in character-driven narratives found in films like "My Left Foot" and "The Killing Fields."  
  Rank 2: Movie 1279 - Reason: The exploration of human experiences through different characters aligns with the user’s preference for ensemble casts and character studies like "The Graduate" and "This Is My Father."  
  Rank 3: Movie 3649 - Reason: The intertwining of love and crime in a thriller format resonates with the user’s appreciation for complex narratives as seen in movies like "The Remains of the Day" and "The Piano."  
  Rank 4: Movie 766 - Reason: The focus on a radical figure and her complex motivations mirrors the user’s appreciation for strong character-driven dramas like "The English Patient."  
  Rank 5: Movie 2883 - Reason: The combination of comedy and romance in a character-centered story resonates with the user’s taste for light-hearted yet meaningful narratives as seen in "The Graduate."
  Rank 6: Movie 3011 - Reason: The desperate characters and their emotional journeys resonate with the user’s interest in intense dramas exploring human conditions, similar to "My Left Foot."  
  Rank 7: Movie 2291 - Reason: The fantasy elements combined with a poignant story of isolation and acceptance align with the user’s appreciation for emotional depth found in films like "The Unbearable Lightness of Being."  
  Rank 8: Movie 1183 - Reason: The intertwining themes of love and war reflect the user’s affinity for romantic dramas set against historical backdrops, akin to "The Piano" and "The Remains of the Day."  
  Rank 9: Movie 2816 - Reason: The action-packed adventure with themes of camaraderie and conflict resonates with the user’s interest in war and adventure genres as seen in "The Guns of Navarone."  
  Rank 10: Movie 3264 - Reason: The blend of action and comedy in a unique premise appeals to the user’s enjoyment of quirky storytelling as evidenced by "Ed Wood" and "The Unbearable Lightness of Being."  