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 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.), Movie 926:All About Eve (Genres: Drama; Language: en; Overview: Eve schemes to usurp Margo's stardom, causing chaos and intrigue.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 1285:Heathers (Genres: Thriller, Comedy, Drama; Language: en; Overview: Girl learns social manipulation from rebel, targeting popular classmates.), Movie 1300:My Life as a Dog (Genres: Drama, Comedy; Language: sv; Overview: Brothers are separated to help their ill mother rest.), Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 3819:Tampopo (Genres: Comedy; Language: ja; Overview: Truck drivers help widowed owner improve her ramen noodle shop.)
  There are 10 Candidates for recommendation: Movie 170:Hackers (Genres: Action, Crime, Thriller, Drama; Language: en; Overview: Teenager, friends uncover hacker plot while evading Secret Service pursuit.),, Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.),, Movie 3219:Pacific Heights (Genres: Crime, Thriller; Language: en; Overview: Couple renovates dream house, becomes landlords; tenant disrupts plans.),, Movie 2281:Monument Ave. (Genres: Drama, Thriller, Crime; Language: en; Overview: Bobby, loyal gang member, must keep Teddy's murder a secret.),, Movie 354:Cobb (Genres: Drama; Language: en; Overview: Al Stump co-writes Ty Cobb's authorized autobiography to clarify misconceptions.),, Movie 3731:Cutter's Way (Genres: Drama, Mystery, Thriller, Crime; Language: en; Overview: Richard witnesses a body dumping and teams up with Alex.), Movie 1121:Glory Daze (Genres: Comedy; Language: en; Overview: Campus comedy blends punk rock and college life struggles.),, Movie 1867:Tarzan and the Lost City (Genres: Action, Adventure; Language: en; Overview: Tarzan returns to Africa to save his homeland from destruction.),, Movie 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.),, Movie 2722:Deep Blue Sea (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Scientists at Aquatica engineer sharks for Alzheimer's cure, with dangers.),
  
  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 3219 - Reason: This crime thriller involves intense landlord-tenant dynamics, reflecting the user's interest in drama and suspense as seen in movies like "The Crying Game."
  
  Rank 2: Movie 2722 - Reason: The mix of action and science fiction in a high-stakes environment aligns with the user's appreciation for thrilling narratives, similar to "Boogie Nights."
  
  Rank 3: Movie 3731 - Reason: This mystery thriller features elements of crime and drama, resonating with the user's taste for complex storytelling as shown in "All About Eve."
  
  Rank 4: Movie 1121 - Reason: The campus comedy captures youthful struggles and humor, appealing to the user's enjoyment of comedies like "Heathers."
  
  Rank 5: Movie 354 - Reason: This drama about an influential sports figure connects with the user's interest in character-driven narratives, reminiscent of "Cinema Paradiso."
  
  Rank 6: Movie 562 - Reason: The focus on bullying and adolescent challenges mirrors themes found in the user's history, particularly in "Clueless."
  
  Rank 7: Movie 170 - Reason: This action thriller about hackers encapsulates the excitement and tension that the user enjoys, akin to "Bob Roberts."
  
  Rank 8: Movie 1867 - Reason: The adventurous elements and classic character of Tarzan align with the user's romantic interests as seen in "Shakespeare in Love."
  
  Rank 9: Movie 2281 - Reason: This drama and crime thriller delves into loyalty and secrecy, paralleling the engaging narratives found in "My Life as a Dog."
  
  Rank 10: Movie 969 - Reason: This adventure romance set against a historical backdrop connects with the user's love for intricate relationships, similar to "The Crying Game."
rejected: Rank 1: Movie 354 - Reason: This drama about an influential sports figure connects with the user's interest in character-driven narratives, reminiscent of "Cinema Paradiso."
  Rank 2: Movie 170 - Reason: This action thriller about hackers encapsulates the excitement and tension that the user enjoys, akin to "Bob Roberts."
  Rank 3: Movie 562 - Reason: The focus on bullying and adolescent challenges mirrors themes found in the user's history, particularly in "Clueless."
  Rank 4: Movie 969 - Reason: This adventure romance set against a historical backdrop connects with the user's love for intricate relationships, similar to "The Crying Game."
  Rank 5: Movie 2722 - Reason: The mix of action and science fiction in a high-stakes environment aligns with the user's appreciation for thrilling narratives, similar to "Boogie Nights."
  Rank 6: Movie 1867 - Reason: The adventurous elements and classic character of Tarzan align with the user's romantic interests as seen in "Shakespeare in Love."
  Rank 7: Movie 1121 - Reason: The campus comedy captures youthful struggles and humor, appealing to the user's enjoyment of comedies like "Heathers."
  Rank 8: Movie 2281 - Reason: This drama and crime thriller delves into loyalty and secrecy, paralleling the engaging narratives found in "My Life as a Dog."
  Rank 9: Movie 3731 - Reason: This mystery thriller features elements of crime and drama, resonating with the user's taste for complex storytelling as shown in "All About Eve."
  Rank 10: Movie 3219 - Reason: This crime thriller involves intense landlord-tenant dynamics, reflecting the user's interest in drama and suspense as seen in movies like "The Crying Game."