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 357:Four Weddings and a Funeral (Genres: Comedy, Drama, Romance; Language: en; Overview: British comedy follows Charles and Carrie navigating love through weddings.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1944:From Here to Eternity (Genres: War, Drama, Romance; Language: en; Overview: Hawaii 1941: Private punished, captain's wife and second fall in love.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.), Movie 2935:The Lady Eve (Genres: Comedy, Romance; Language: en; Overview: Love, misunderstanding, disguise; Jean torments Charles after their split.), Movie 3044:Dead Again (Genres: Thriller; Language: en; Overview: Composer executed for wife's murder; private eye links amnesiac woman.), Movie 3097:The Shop Around the Corner (Genres: Comedy, Romance; Language: en; Overview: Two feuding employees unknowingly fall in love as pen pals.)
  There are 10 Candidates for recommendation: Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.),, Movie 3295:Raining Stones (Genres: Comedy, Drama; Language: en; Overview: Father's desperate quest for daughter’s dress risks family and faith.),, Movie 1317:I'm Not Rappaport (Genres: Comedy; Language: en; Overview: Old man battles retirement, daughter, drug dealer, and mugger.),, Movie 1573:Face/Off (Genres: Action, Crime, Science Fiction, Thriller; Language: en; Overview: Agent undergoes surgery to infiltrate terrorist's plot and family.),, Movie 3913:Barenaked in America (Genres: Documentary; Language: en; Overview: Rockumentary follows Barenaked Ladies during their Stunt Tour adventures.),, Movie 2365:King Kong vs. Godzilla (Genres: Action, Adventure, Science Fiction; Language: ja; Overview: Godzilla battles King Kong after being captured by a pharmaceutical company.),, Movie 803:Walking and Talking (Genres: Comedy, Drama, Romance; Language: en; Overview: Amelia faces challenges with friends' support and brief romance.),, Movie 1725:The Education of Little Tree (Genres: Drama; Language: it; Overview: Cherokee boy Little Tree learns cultural wisdom after losing parents.),, Movie 3053:The Messenger: The Story of Joan of Arc (Genres: Adventure, Drama, Action, History, War; Language: fr; Overview: Teenage girl claims divine mission to liberate France; ultimately dies.),, Movie 3933:The Killer Shrews (Genres: Horror, Science Fiction; Language: en; Overview: Hurricane survivors face giant shrews and a mad doctor's experiments.)
  
  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 803 - Reason: This movie combines comedy, drama, and romance, resonating with the user's enjoyment of love and friendship dynamics as seen in "Four Weddings and a Funeral" and "The Lady Eve."  
  Rank 2: Movie 3295 - Reason: The film's blend of comedy and drama echoes the user's interest in heartfelt stories, similar to "Groundhog Day" and "Shakespeare in Love."  
  Rank 3: Movie 1317 - Reason: This comedy focuses on character-driven narratives, aligning with the user's preference for engaging and humorous stories found in "The Graduate" and "The Shop Around the Corner."  
  Rank 4: Movie 2365 - Reason: Although primarily an action film, it introduces fantastical elements that may intrigue the user, who enjoys diverse genres like in "The Silence of the Lambs."  
  Rank 5: Movie 3913 - Reason: The documentary style captures a unique perspective on a music group, appealing to the user's appreciation for narrative depth seen in movies like "From Here to Eternity."  
  Rank 6: Movie 3053 - Reason: The historical and dramatic elements cater to the user's interest in profound narratives, akin to "Boys Don't Cry" and "The Graduate."  
  Rank 7: Movie 3933 - Reason: The horror and science fiction mix offers a thrilling experience, which might attract the user who appreciates suspenseful plots like in "The Silence of the Lambs."  
  Rank 8: Movie 1725 - Reason: This drama presents a coming-of-age story that aligns with the user's interest in emotional and character-centric narratives, similar to "The Graduate."  
  Rank 9: Movie 1573 - Reason: The film's action and thriller elements provide an adrenaline rush, appealing to the user's taste for intense storytelling seen in "The Silence of the Lambs."  
  Rank 10: Movie 1840 - Reason: The dramatic theme of familial relationships resonates with the user's preference for emotionally charged stories, similar to "Boys Don't Cry."
rejected: Rank 1: Movie 3933 - Reason: The horror and science fiction mix offers a thrilling experience, which might attract the user who appreciates suspenseful plots like in "The Silence of the Lambs."  
  Rank 2: Movie 1840 - Reason: The dramatic theme of familial relationships resonates with the user's preference for emotionally charged stories, similar to "Boys Don't Cry."
  Rank 3: Movie 3295 - Reason: The film's blend of comedy and drama echoes the user's interest in heartfelt stories, similar to "Groundhog Day" and "Shakespeare in Love."  
  Rank 4: Movie 1573 - Reason: The film's action and thriller elements provide an adrenaline rush, appealing to the user's taste for intense storytelling seen in "The Silence of the Lambs."  
  Rank 5: Movie 3053 - Reason: The historical and dramatic elements cater to the user's interest in profound narratives, akin to "Boys Don't Cry" and "The Graduate."  
  Rank 6: Movie 1317 - Reason: This comedy focuses on character-driven narratives, aligning with the user's preference for engaging and humorous stories found in "The Graduate" and "The Shop Around the Corner."  
  Rank 7: Movie 3913 - Reason: The documentary style captures a unique perspective on a music group, appealing to the user's appreciation for narrative depth seen in movies like "From Here to Eternity."  
  Rank 8: Movie 803 - Reason: This movie combines comedy, drama, and romance, resonating with the user's enjoyment of love and friendship dynamics as seen in "Four Weddings and a Funeral" and "The Lady Eve."  
  Rank 9: Movie 1725 - Reason: This drama presents a coming-of-age story that aligns with the user's interest in emotional and character-centric narratives, similar to "The Graduate."  
  Rank 10: Movie 2365 - Reason: Although primarily an action film, it introduces fantastical elements that may intrigue the user, who enjoys diverse genres like in "The Silence of the Lambs."  