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 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 590:Dances with Wolves (Genres: Adventure, Drama, Western; Language: en; Overview: Wounded soldier finds hope, becomes hero, befriends Sioux tribe.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1371:Star Trek: The Motion Picture (Genres: Science Fiction, Adventure, Mystery; Language: en; Overview: Admiral Kirk commands Enterprise to intercept destructive space entity approaching Earth.), Movie 1957:Chariots of Fire (Genres: Drama, History; Language: en; Overview: British athletes' journey to the 1924 Summer Olympics depicted.), Movie 2021:Dune (Genres: Action, Science Fiction, Adventure; Language: en; Overview: War for Dune's Spice leads to betrayal and power struggles.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.)
  There are 10 Candidates for recommendation: Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 31:Dangerous Minds (Genres: Drama, Crime; Language: en; Overview: Former Marine teacher transforms underachieving teens with tough love.),, Movie 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.),, Movie 1960:The Last Emperor (Genres: Drama, History; Language: en; Overview: Pu Yi's life: Emperor, decline, exploitation, and peasant existence.),, Movie 3865:The Original Kings of Comedy (Genres: Comedy; Language: en; Overview: Captures live comedy magic of four iconic stand-up comedians.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.),, Movie 3107:Backdraft (Genres: Action, Crime, Drama, Mystery, Thriller; Language: en; Overview: Firemen brothers clash while stopping a dangerous arsonist in Chicago.),, Movie 954:Mr. Smith Goes to Washington (Genres: Comedy, Drama; Language: en; Overview: Naive Smith faces political corruption while pursuing a boys' camp.),, Movie 1835:City of Angels (Genres: Drama, Fantasy, Romance; Language: en; Overview: Guardian angel falls for heart surgeon, exploring forbidden romance.),, Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.),
  
  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 3105 - Reason: The film's exploration of profound human emotions and life transformation resonates with the user's appreciation for dramatic narratives, as seen in titles like "Dances with Wolves" and "Chariots of Fire."  
  Rank 2: Movie 1208 - Reason: This movie's intense and dramatic portrayal of war aligns well with the user's interest in serious historical dramas such as "Saving Private Ryan."  
  Rank 3: Movie 3865 - Reason: The comedic elements and focus on iconic performances in this film match the user's enjoyment of diverse genres, particularly seen in their interest in "L.A. Story."  
  Rank 4: Movie 1960 - Reason: The historical and dramatic themes reflect the user's preference for deep character studies, akin to movies like "Chariots of Fire."  
  Rank 5: Movie 62 - Reason: This film's focus on music and personal inspiration aligns with the user's interest in uplifting dramas, similar to "My Fair Lady."  
  Rank 6: Movie 3510 - Reason: The mix of crime, drama, and science fiction elements aligns with the user's appreciation for complex narratives, similar to "The Matrix."  
  Rank 7: Movie 3107 - Reason: The action and drama surrounding the lives of firemen resonate with the user's taste for intense, character-driven stories as seen in "Saving Private Ryan."  
  Rank 8: Movie 31 - Reason: The transformative journey of students in a challenging environment connects with the user's affinity for dramatic and motivational tales, akin to "Dangerous Minds."  
  Rank 9: Movie 1835 - Reason: This film's romantic fantasy elements and emotional depth align well with the user’s interest in dramas that explore love, similar to "My Fair Lady."  
  Rank 10: Movie 954 - Reason: The blend of comedy and drama in a political setting reflects the user’s enjoyment of socially relevant narratives, much like "L.A. Story."
rejected: Rank 1: Movie 3865 - Reason: The comedic elements and focus on iconic performances in this film match the user's enjoyment of diverse genres, particularly seen in their interest in "L.A. Story."  
  Rank 2: Movie 3105 - Reason: The film's exploration of profound human emotions and life transformation resonates with the user's appreciation for dramatic narratives, as seen in titles like "Dances with Wolves" and "Chariots of Fire."  
  Rank 3: Movie 1960 - Reason: The historical and dramatic themes reflect the user's preference for deep character studies, akin to movies like "Chariots of Fire."  
  Rank 4: Movie 3107 - Reason: The action and drama surrounding the lives of firemen resonate with the user's taste for intense, character-driven stories as seen in "Saving Private Ryan."  
  Rank 5: Movie 31 - Reason: The transformative journey of students in a challenging environment connects with the user's affinity for dramatic and motivational tales, akin to "Dangerous Minds."  
  Rank 6: Movie 62 - Reason: This film's focus on music and personal inspiration aligns with the user's interest in uplifting dramas, similar to "My Fair Lady."  
  Rank 7: Movie 1835 - Reason: This film's romantic fantasy elements and emotional depth align well with the user’s interest in dramas that explore love, similar to "My Fair Lady."  
  Rank 8: Movie 954 - Reason: The blend of comedy and drama in a political setting reflects the user’s enjoyment of socially relevant narratives, much like "L.A. Story."
  Rank 9: Movie 3510 - Reason: The mix of crime, drama, and science fiction elements aligns with the user's appreciation for complex narratives, similar to "The Matrix."  
  Rank 10: Movie 1208 - Reason: This movie's intense and dramatic portrayal of war aligns well with the user's interest in serious historical dramas such as "Saving Private Ryan."  