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 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 1358:Sling Blade (Genres: Drama; Language: en; Overview: Karl Childers, mentally disabled, released after decades in mental hospital.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2598:Pushing Tin (Genres: Comedy, Drama; Language: en; Overview: Two competitive air traffic controllers push boundaries in thrilling rivalry.), Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.), Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.), Movie 2710:The Blair Witch Project (Genres: Horror, Mystery; Language: en; Overview: Three student filmmakers disappeared in 1994; footage found a year later.), Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.), Movie 3408:Erin Brockovich (Genres: Drama; Language: en; Overview: Mother investigates injustice, uncovers cover-up, and triumphs against adversaries.), Movie 3420:...And Justice for All (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Lawyer faces moral dilemma defending despised judge in rape trial.)
  There are 10 Candidates for recommendation: Movie 1453:The Beautician and the Beast (Genres: Comedy, Romance; Language: en; Overview: Beautician mistakenly becomes teacher for president's children in Eastern Europe.),, Movie 2015:The Absent-Minded Professor (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Disney's comedy features Fred MacMurray and gravity-defying Flubber.),, Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.),, Movie 2275:Six-String Samurai (Genres: Action, Adventure, Science Fiction; Language: en; Overview: Buddy, a rocker warrior, journeys to Vegas to succeed Elvis.),, Movie 2433:A Civil Action (Genres: Drama; Language: pt; Overview: Cynical lawyer becomes obsessed with a potentially lucrative case.),, Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.), Movie 1997:The Exorcist (Genres: Drama, Horror, Thriller; Language: en; Overview: Regan's possession leads her mother to seek help from Father Karras.),, Movie 667:Bloodsport II (Genres: Action, Thriller; Language: en; Overview: Thief learns fighting from mentor to compete in kumite.),, Movie 2817:Iron Eagle III (Genres: Action, Thriller; Language: en; Overview: Chappy uncovers drug smuggling, saves villagers using vintage planes.),, Movie 2805:Mickey Blue Eyes (Genres: Comedy, Crime, Romance; Language: en; Overview: Auctioneer proposes to mafia kingpin's daughter, faces unexpected demands.),
  
  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 1453 - Reason: This comedy and romance film features a light-hearted premise that aligns well with the user's interest in comedic narratives as seen in "Bowfinger" and "Austin Powers: The Spy Who Shagged Me."  
  Rank 2: Movie 2805 - Reason: Mixing comedy with crime and romance, this film complements the user's enjoyment of humorous plots with unexpected twists, similar to "Bowfinger."  
  Rank 3: Movie 2433 - Reason: This drama features legal themes and moral dilemmas, resonating with the user's appreciation for intense narratives like "Erin Brockovich" and "...And Justice for All."  
  Rank 4: Movie 2817 - Reason: The action and thriller elements in this movie cater to the user's taste for excitement, akin to their interest in "The Matrix" and "Bloodsport II."  
  Rank 5: Movie 1997 - Reason: This horror and thriller film appeals to the user's interest in tense and dramatic storytelling, similar to "The Blair Witch Project."  
  Rank 6: Movie 667 - Reason: Featuring action and thriller aspects, this film matches the user's preference for martial arts and adrenaline-driven stories, akin to "The Matrix."  
  Rank 7: Movie 3361 - Reason: This romantic comedy aligns with the user's enjoyment of light-hearted and romantic narratives, similar to "Bowfinger."  
  Rank 8: Movie 2015 - Reason: A family-friendly comedy with a science fiction twist, this film resonates with the user's enjoyment of whimsical narratives, as seen in "Austin Powers: The Spy Who Shagged Me."  
  Rank 9: Movie 2275 - Reason: This action-adventure film combines a unique premise with a rock music theme, appealing to the user's interest in imaginative and thrilling stories, similar to "The Matrix."  
  Rank 10: Movie 318 - Reason: This critically acclaimed drama about hope and resilience aligns with the user's appreciation for deep, character-driven narratives, as seen in "Sling Blade" and "Erin Brockovich."
rejected: Rank 1: Movie 2433 - Reason: This drama features legal themes and moral dilemmas, resonating with the user's appreciation for intense narratives like "Erin Brockovich" and "...And Justice for All."  
  Rank 2: Movie 2817 - Reason: The action and thriller elements in this movie cater to the user's taste for excitement, akin to their interest in "The Matrix" and "Bloodsport II."  
  Rank 3: Movie 2275 - Reason: This action-adventure film combines a unique premise with a rock music theme, appealing to the user's interest in imaginative and thrilling stories, similar to "The Matrix."  
  Rank 4: Movie 1453 - Reason: This comedy and romance film features a light-hearted premise that aligns well with the user's interest in comedic narratives as seen in "Bowfinger" and "Austin Powers: The Spy Who Shagged Me."  
  Rank 5: Movie 2805 - Reason: Mixing comedy with crime and romance, this film complements the user's enjoyment of humorous plots with unexpected twists, similar to "Bowfinger."  
  Rank 6: Movie 667 - Reason: Featuring action and thriller aspects, this film matches the user's preference for martial arts and adrenaline-driven stories, akin to "The Matrix."  
  Rank 7: Movie 318 - Reason: This critically acclaimed drama about hope and resilience aligns with the user's appreciation for deep, character-driven narratives, as seen in "Sling Blade" and "Erin Brockovich."
  Rank 8: Movie 1997 - Reason: This horror and thriller film appeals to the user's interest in tense and dramatic storytelling, similar to "The Blair Witch Project."  
  Rank 9: Movie 3361 - Reason: This romantic comedy aligns with the user's enjoyment of light-hearted and romantic narratives, similar to "Bowfinger."  
  Rank 10: Movie 2015 - Reason: A family-friendly comedy with a science fiction twist, this film resonates with the user's enjoyment of whimsical narratives, as seen in "Austin Powers: The Spy Who Shagged Me."  