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 52:Mighty Aphrodite (Genres: Comedy, Romance; Language: en; Overview: Father seeks son's mother, aiming to reform her lifestyle.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.), Movie 1391:Mars Attacks! (Genres: Comedy, Fantasy, Science Fiction; Language: en; Overview: Aliens invade Earth humorously in this '50s/'60s sci-fi homage.), Movie 1719:The Sweet Hereafter (Genres: Drama; Language: en; Overview: Bus accident devastates Canadian town; lawyer's help complicates healing.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 2000:Lethal Weapon (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Murtaugh partners with reckless Riggs to solve a homicide case.), Movie 2144:Sixteen Candles (Genres: Comedy, Romance; Language: en; Overview: Teen girl faces forgotten birthday and crush on popular boy.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3512:Return to Me (Genres: Romance, Comedy, Drama; Language: en; Overview: Widowed architect falls for waitress on blind date; truth revealed.)
  There are 10 Candidates for recommendation: Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 131:Frankie Starlight (Genres: Drama, Romance, War; Language: it; Overview: A boy navigates adventures with his beautiful mother and admirers.),, Movie 746:Force of Evil (Genres: Drama, Action, Crime; Language: en; Overview: Lawyer Joe wants to consolidate rackets; brother Leo opposes.),, Movie 2065:The Purple Rose of Cairo (Genres: Fantasy, Comedy, Romance; Language: en; Overview: Cecilia escapes dreary life through movies during the Great Depression.),, Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.),, Movie 2359:Waking Ned (Genres: Comedy, Romance; Language: en; Overview: Lottery winner dies; townsfolk scramble to claim his winnings.),, Movie 65:Bio-Dome (Genres: Comedy; Language: en; Overview: Two apathetic friends inadvertently join a year-long environmental experiment.),, Movie 885:Bogus (Genres: Fantasy, Comedy, Family; Language: en; Overview: Orphaned boy's godmother sees his imaginary friend, a magician.),, Movie 2302:My Cousin Vinny (Genres: Comedy, Drama; Language: en; Overview: Two friends arrested for murder; lawyer cousin unexpectedly defends them.),, Movie 2557:I Stand Alone (Genres: Drama, Thriller; Language: fr; Overview: Butcher seeks daughter after mistress deceives him about new life.),
  
  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 2302 - Reason: This movie's blend of comedy and drama mirrors the user's enjoyment of light-hearted yet meaningful stories, similar to "Mighty Aphrodite" and "Sixteen Candles."  
  Rank 2: Movie 2557 - Reason: The intense drama and thriller elements resonate with the user's appreciation for serious narratives, akin to "The Shawshank Redemption" and "The Sweet Hereafter."  
  Rank 3: Movie 131 - Reason: This film's romantic and dramatic themes reflect the user's interest in heartfelt stories, similar to "Return to Me" and "Searching for Bobby Fischer."  
  Rank 4: Movie 1449 - Reason: The comedic approach to a unique musical event aligns with the user's taste for quirky humor, as seen in "Mars Attacks!" and "Being John Malkovich."  
  Rank 5: Movie 885 - Reason: The fantasy and comedy aspects cater to the user's liking for imaginative narratives, much like "Mighty Aphrodite" and "Bio-Dome."  
  Rank 6: Movie 746 - Reason: The drama and crime elements appeal to the user's interest in serious plots, reflecting themes found in "The French Connection" and "Lethal Weapon."  
  Rank 7: Movie 2671 - Reason: This romantic comedy's exploration of love and relationships relates to the user's enjoyment of similar themes in "Sixteen Candles" and "Return to Me."  
  Rank 8: Movie 2359 - Reason: The comedic twist on winning the lottery aligns with the user's taste for light-hearted stories, as seen in "Mighty Aphrodite" and "Notting Hill."  
  Rank 9: Movie 65 - Reason: The humorous premise and comedic style resonate with the user's appreciation for fun and quirky films like "Mars Attacks!" and "Waiting for Guffman."  
  Rank 10: Movie 2065 - Reason: The blend of fantasy and romance provides a unique escape similar to the user's enjoyment of light-hearted narratives in movies like "Being John Malkovich."
rejected: Rank 1: Movie 1449 - Reason: The comedic approach to a unique musical event aligns with the user's taste for quirky humor, as seen in "Mars Attacks!" and "Being John Malkovich."  
  Rank 2: Movie 2065 - Reason: The blend of fantasy and romance provides a unique escape similar to the user's enjoyment of light-hearted narratives in movies like "Being John Malkovich."
  Rank 3: Movie 746 - Reason: The drama and crime elements appeal to the user's interest in serious plots, reflecting themes found in "The French Connection" and "Lethal Weapon."  
  Rank 4: Movie 2671 - Reason: This romantic comedy's exploration of love and relationships relates to the user's enjoyment of similar themes in "Sixteen Candles" and "Return to Me."  
  Rank 5: Movie 2359 - Reason: The comedic twist on winning the lottery aligns with the user's taste for light-hearted stories, as seen in "Mighty Aphrodite" and "Notting Hill."  
  Rank 6: Movie 2302 - Reason: This movie's blend of comedy and drama mirrors the user's enjoyment of light-hearted yet meaningful stories, similar to "Mighty Aphrodite" and "Sixteen Candles."  
  Rank 7: Movie 2557 - Reason: The intense drama and thriller elements resonate with the user's appreciation for serious narratives, akin to "The Shawshank Redemption" and "The Sweet Hereafter."  
  Rank 8: Movie 65 - Reason: The humorous premise and comedic style resonate with the user's appreciation for fun and quirky films like "Mars Attacks!" and "Waiting for Guffman."  
  Rank 9: Movie 885 - Reason: The fantasy and comedy aspects cater to the user's liking for imaginative narratives, much like "Mighty Aphrodite" and "Bio-Dome."  
  Rank 10: Movie 131 - Reason: This film's romantic and dramatic themes reflect the user's interest in heartfelt stories, similar to "Return to Me" and "Searching for Bobby Fischer."  