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 183:Mute Witness (Genres: Thriller, Foreign; Language: en; Overview: Mute makeup artist discovers snuff film, faces Russian mafia danger.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1103:Rebel Without a Cause (Genres: Drama; Language: en; Overview: Teen Jim Stark faces challenges after moving, including love, conflict.), Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1333:The Birds (Genres: Horror; Language: en; Overview: Socialite follows attorney, brings lovebirds, and faces bird attacks.), Movie 2180:Torn Curtain (Genres: Mystery, Thriller; Language: en; Overview: American scientist defects to East Germany for secret mission, plans escape.), Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.), Movie 3551:Marathon Man (Genres: Thriller; Language: en; Overview: Graduate student runner in New York uncovers brother's secretive plot.), Movie 3910:Dancer in the Dark (Genres: Drama, Crime, Music; Language: en; Overview: Czech immigrant Selma copes with blindness through musical escapism.)
  There are 10 Candidates for recommendation: Movie 394:Coldblooded (Genres: Action, Comedy; Language: en; Overview: Mob bookie becomes hitman, falls in love, seeks freedom.),, Movie 3099:Shampoo (Genres: Comedy, Drama, Romance; Language: en; Overview: Beverly Hills hairstylist's ambitions hindered by reckless romantic entanglements.),, Movie 252:I.Q. (Genres: Comedy, Drama, Romance; Language: en; Overview: Einstein aids a young man in winning his niece's affection.),, Movie 3731:Cutter's Way (Genres: Drama, Mystery, Thriller, Crime; Language: en; Overview: Richard witnesses a body dumping and teams up with Alex.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.),, Movie 2733:Vibes (Genres: Romance, Action, Comedy; Language: en; Overview: Medium and psychometrist seek lost son, uncover secrets, find love.),, Movie 2891:Happy, Texas (Genres: Comedy, Crime; Language: en; Overview: Two convicts pose as consultants in mistaken identity comedy.),, Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.),, Movie 3629:The Gold Rush (Genres: Adventure, Comedy, Drama; Language: en; Overview: Prospector seeks gold in Alaska, loves Georgia, faces tough characters.),, Movie 3396:The Muppet Movie (Genres: Adventure, Comedy, Family; Language: en; Overview: Kermit pursues Hollywood dreams, gathering friends while evading danger.),
  
  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 2733 - Reason: This romantic action-comedy features elements of mystery and adventure, appealing to the user's interest in thrilling narratives like "Raiders of the Lost Ark."  
  Rank 2: Movie 252 - Reason: This film blends comedy, drama, and romance, echoing the user's enjoyment of character-driven stories as seen in "My Fair Lady" and "The Graduate."  
  Rank 3: Movie 899 - Reason: This classic musical comedy combines romance and the challenges of the film industry, resonating with the user's fondness for musical and romantic themes.  
  Rank 4: Movie 394 - Reason: The mix of action and comedy in a mobster setting aligns with the user's interest in thrillers and complex characters, similar to "Marathon Man."  
  Rank 5: Movie 3396 - Reason: This adventure comedy about pursuing dreams resonates with the user's enjoyment of light-hearted narratives, akin to "My Fair Lady" and "The Graduate."  
  Rank 6: Movie 2891 - Reason: The mistaken identity comedy offers a humorous twist reminiscent of the user’s appreciation for character-driven stories in films like "Rebel Without a Cause."  
  Rank 7: Movie 3099 - Reason: This film's blend of comedy and drama about personal ambitions reflects the user's interest in character complexities seen in "Dancer in the Dark."  
  Rank 8: Movie 3317 - Reason: The story of an unproductive professor encountering misadventures connects with the user's appreciation for drama and humor, similar to "The Graduate."  
  Rank 9: Movie 3629 - Reason: This adventure comedy featuring a quest for gold aligns with the user's interest in engaging narratives like "Raiders of the Lost Ark."  
  Rank 10: Movie 3731 - Reason: This drama-mystery thriller about crime and betrayal resonates with the user's taste for intense and thought-provoking stories, similar to "The Sixth Sense."
rejected: Rank 1: Movie 252 - Reason: This film blends comedy, drama, and romance, echoing the user's enjoyment of character-driven stories as seen in "My Fair Lady" and "The Graduate."  
  Rank 2: Movie 3396 - Reason: This adventure comedy about pursuing dreams resonates with the user's enjoyment of light-hearted narratives, akin to "My Fair Lady" and "The Graduate."  
  Rank 3: Movie 3317 - Reason: The story of an unproductive professor encountering misadventures connects with the user's appreciation for drama and humor, similar to "The Graduate."  
  Rank 4: Movie 3629 - Reason: This adventure comedy featuring a quest for gold aligns with the user's interest in engaging narratives like "Raiders of the Lost Ark."  
  Rank 5: Movie 3099 - Reason: This film's blend of comedy and drama about personal ambitions reflects the user's interest in character complexities seen in "Dancer in the Dark."  
  Rank 6: Movie 394 - Reason: The mix of action and comedy in a mobster setting aligns with the user's interest in thrillers and complex characters, similar to "Marathon Man."  
  Rank 7: Movie 2733 - Reason: This romantic action-comedy features elements of mystery and adventure, appealing to the user's interest in thrilling narratives like "Raiders of the Lost Ark."  
  Rank 8: Movie 899 - Reason: This classic musical comedy combines romance and the challenges of the film industry, resonating with the user's fondness for musical and romantic themes.  
  Rank 9: Movie 3731 - Reason: This drama-mystery thriller about crime and betrayal resonates with the user's taste for intense and thought-provoking stories, similar to "The Sixth Sense."
  Rank 10: Movie 2891 - Reason: The mistaken identity comedy offers a humorous twist reminiscent of the user’s appreciation for character-driven stories in films like "Rebel Without a Cause."  