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 246:Hoop Dreams (Genres: Documentary; Language: en; Overview: Two Chicago teens pursue basketball dreams through high school challenges.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1288:This Is Spinal Tap (Genres: Comedy, Music; Language: en; Overview: "This Is Spinal Tap" explores a struggling metal band's journey.), Movie 1947:West Side Story (Genres: Crime, Drama, Music; Language: en; Overview: Polish-American Jets and Puerto Rican Sharks clash; love leads tragedy.), Movie 2819:Three Days of the Condor (Genres: Action, Thriller, Mystery; Language: en; Overview: CIA researcher survives after colleagues' deaths, seeking trust and truth.), Movie 2861:For Love of the Game (Genres: Drama, Romance; Language: en; Overview: A retired baseball legend seeks redemption and love at forty.), Movie 3074:Jeremiah Johnson (Genres: Adventure, Western; Language: en; Overview: Mountain man faces Indian vendetta after defeating their warriors.), Movie 3090:Matewan (Genres: Drama; Language: en; Overview: "Matewan" portrays labor rights struggle against coal company exploitation.), Movie 3916:Remember the Titans (Genres: Drama; Language: en; Overview: Coach Yoast and Boone unite to transform a divided team.)
  There are 10 Candidates for recommendation: Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.),, Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.),, Movie 3262:Twin Peaks: Fire Walk with Me (Genres: Drama, Mystery; Language: en; Overview: FBI agent disappears; murder mystery unfolds in eerie Twin Peaks.),, Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.),, Movie 1328:The Amityville Curse (Genres: Horror; Language: en; Overview: Five people are haunted by ghosts in an abandoned house.),, Movie 128:Jupiter's Wife (Genres: ; Language: en; Overview: Filmmaker Michel explores Maggie's eccentric stories to uncover her past.),, Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.),, Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.),, Movie 3951:Two Family House (Genres: Drama, Romance; Language: en; Overview: Frustrated crooner Buddy faces challenges with tenants and dreams.), Movie 3819:Tampopo (Genres: Comedy; Language: ja; Overview: Truck drivers help widowed owner improve her ramen noodle shop.),
  
  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 3951 - Reason: This movie features a romantic story with challenges, resonating with the user's appreciation for drama and romance as seen in "For Love of the Game" and "The Graduate."  
  Rank 2: Movie 3361 - Reason: The combination of comedy and romance, along with a sports backdrop, aligns well with the user's interests in "Remember the Titans" and "For Love of the Game."  
  Rank 3: Movie 1222 - Reason: This film's exploration of war and its psychological effects connects with the user's interest in "The Deer Hunter" and reflects their preference for intense drama.  
  Rank 4: Movie 3262 - Reason: The mystery and drama elements in this film match the user's taste for complex narratives, similar to "Three Days of the Condor."  
  Rank 5: Movie 128 - Reason: The documentary style and focus on personal stories resonate with the user's viewing of "Hoop Dreams," appealing to their taste for character-driven narratives.  
  Rank 6: Movie 3819 - Reason: The comedic aspect tied to a culinary journey offers a lighthearted yet engaging story, appealing to the user's interest in comedy as seen in "This Is Spinal Tap."  
  Rank 7: Movie 150 - Reason: The themes of heroism and overcoming adversity in this drama connect with the user's appreciation for inspiring stories like "Remember the Titans."  
  Rank 8: Movie 1328 - Reason: This horror film introduces elements of suspense and intrigue, which may engage the user’s interest in thrilling narratives as seen in "Three Days of the Condor."  
  Rank 9: Movie 1084 - Reason: The crime and drama elements in this classic film align with the user's appreciation for intense storytelling found in "West Side Story."  
  Rank 10: Movie 914 - Reason: This film's blend of musical and romantic elements corresponds with the user's enjoyment of romantic dramas like "The Graduate."
rejected: Rank 1: Movie 3361 - Reason: The combination of comedy and romance, along with a sports backdrop, aligns well with the user's interests in "Remember the Titans" and "For Love of the Game."  
  Rank 2: Movie 1328 - Reason: This horror film introduces elements of suspense and intrigue, which may engage the user’s interest in thrilling narratives as seen in "Three Days of the Condor."  
  Rank 3: Movie 3951 - Reason: This movie features a romantic story with challenges, resonating with the user's appreciation for drama and romance as seen in "For Love of the Game" and "The Graduate."  
  Rank 4: Movie 1084 - Reason: The crime and drama elements in this classic film align with the user's appreciation for intense storytelling found in "West Side Story."  
  Rank 5: Movie 914 - Reason: This film's blend of musical and romantic elements corresponds with the user's enjoyment of romantic dramas like "The Graduate."
  Rank 6: Movie 3262 - Reason: The mystery and drama elements in this film match the user's taste for complex narratives, similar to "Three Days of the Condor."  
  Rank 7: Movie 3819 - Reason: The comedic aspect tied to a culinary journey offers a lighthearted yet engaging story, appealing to the user's interest in comedy as seen in "This Is Spinal Tap."  
  Rank 8: Movie 128 - Reason: The documentary style and focus on personal stories resonate with the user's viewing of "Hoop Dreams," appealing to their taste for character-driven narratives.  
  Rank 9: Movie 150 - Reason: The themes of heroism and overcoming adversity in this drama connect with the user's appreciation for inspiring stories like "Remember the Titans."  
  Rank 10: Movie 1222 - Reason: This film's exploration of war and its psychological effects connects with the user's interest in "The Deer Hunter" and reflects their preference for intense drama.  