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 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.), Movie 232:Eat Drink Man Woman (Genres: Comedy, Drama, Romance; Language: zh; Overview: Retired chef's daughters navigate love in modern Taipei, Taiwan.), Movie 936:Ninotchka (Genres: Comedy, Romance; Language: en; Overview: Russian woman in Paris faces unexpected attraction to opposing man.), Movie 1020:Cool Runnings (Genres: Comedy; Language: en; Overview: Jamaican sprinter teams with coach to form first bobsled team.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1747:Wag the Dog (Genres: Comedy, Drama; Language: en; Overview: President faces misconduct allegations; adviser stages fake war distraction.), Movie 1946:Marty (Genres: Drama, Romance; Language: en; Overview: Marty, a bachelor, finds connection with Clara despite pressure.), Movie 2248:Say Anything... (Genres: Comedy, Drama, Romance; Language: en; Overview: Lloyd and Diane's romance struggles against her father's disapproval.), Movie 2492:20 Dates (Genres: Romance, Comedy; Language: en; Overview: Divorced Myles seeks love while filming 20 dates for career.), 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 2450:Howard the Duck (Genres: Comedy, Fantasy, Science Fiction; Language: en; Overview: Scientists accidentally summon aliens; kids help one escape, chaos ensues.),, Movie 1002:Ed's Next Move (Genres: ; Language: en; Overview: Ed moves to NYC post-breakup, seeking love and friendship.),, Movie 428:A Bronx Tale (Genres: Drama, Crime; Language: en; Overview: Boy struggles between father, crime boss, and forbidden love.),, Movie 962:They Made Me a Criminal (Genres: Thriller, Crime, Drama, Mystery; Language: en; Overview: Drunk boxer flees, fearing he committed murder accidentally.),, 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 950:The Thin Man (Genres: Comedy, Crime, Mystery; Language: en; Overview: Detective Nick Charles returns, solves murder case with Nora.),, Movie 260:Star Wars (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Leia is captured; Luke and Han rescue her and restore peace.),, Movie 320:Suture (Genres: Drama, Thriller; Language: en; Overview: Rich brother plots to kill poor brother; identity becomes complicated.),, Movie 2736:Brighton Beach Memoirs (Genres: Comedy, Drama, Romance; Language: en; Overview: Eugene recounts his challenging adolescence in a crowded household.), Movie 1354:Breaking the Waves (Genres: Drama, Romance; Language: da; Overview: In a conservative village, a woman seeks extramarital connection.),
  
  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 320 - Reason: This movie combines drama and thriller elements, aligning strongly with the user's preference for intense and complex narratives seen in "The Graduate" and "Marty."  
  Rank 2: Movie 1002 - Reason: The themes of post-breakup exploration and seeking connection resonate with the user's interest in romantic journeys as seen in "Say Anything..." and "20 Dates."  
  Rank 3: Movie 962 - Reason: This film's thriller and crime aspects reflect the user's enjoyment of dramatic tension found in "Wag the Dog" and "Remember the Titans."  
  Rank 4: Movie 950 - Reason: The comedic and mystery elements appeal to the user's taste for clever storytelling, similar to "Ninotchka" and "Cool Runnings."  
  Rank 5: Movie 428 - Reason: This movie's drama and crime themes resonate with the user's interest in character-driven stories like "Marty" and "The Graduate."  
  Rank 6: Movie 2686 - Reason: The blend of drama, thriller, and music elements reflects the user's appreciation for complex narratives as seen in "Mr. Holland's Opus."  
  Rank 7: Movie 2736 - Reason: The coming-of-age story in a comedic and dramatic setting aligns with the user's enjoyment of relatable, character-focused narratives like "The Graduate."  
  Rank 8: Movie 1354 - Reason: This film's exploration of romance within a conservative setting resonates with the user's interest in deep emotional connections, similar to "Marty."  
  Rank 9: Movie 260 - Reason: The adventurous and action-packed story appeals to the user's taste for engaging narratives, much like the excitement found in "Cool Runnings."  
  Rank 10: Movie 2450 - Reason: The comedic and fantastical elements provide a lighthearted contrast to the user's more dramatic choices, similar to "Eat Drink Man Woman."
rejected: Rank 1: Movie 2686 - Reason: The blend of drama, thriller, and music elements reflects the user's appreciation for complex narratives as seen in "Mr. Holland's Opus."  
  Rank 2: Movie 428 - Reason: This movie's drama and crime themes resonate with the user's interest in character-driven stories like "Marty" and "The Graduate."  
  Rank 3: Movie 950 - Reason: The comedic and mystery elements appeal to the user's taste for clever storytelling, similar to "Ninotchka" and "Cool Runnings."  
  Rank 4: Movie 260 - Reason: The adventurous and action-packed story appeals to the user's taste for engaging narratives, much like the excitement found in "Cool Runnings."  
  Rank 5: Movie 2736 - Reason: The coming-of-age story in a comedic and dramatic setting aligns with the user's enjoyment of relatable, character-focused narratives like "The Graduate."  
  Rank 6: Movie 1354 - Reason: This film's exploration of romance within a conservative setting resonates with the user's interest in deep emotional connections, similar to "Marty."  
  Rank 7: Movie 2450 - Reason: The comedic and fantastical elements provide a lighthearted contrast to the user's more dramatic choices, similar to "Eat Drink Man Woman."
  Rank 8: Movie 962 - Reason: This film's thriller and crime aspects reflect the user's enjoyment of dramatic tension found in "Wag the Dog" and "Remember the Titans."  
  Rank 9: Movie 1002 - Reason: The themes of post-breakup exploration and seeking connection resonate with the user's interest in romantic journeys as seen in "Say Anything..." and "20 Dates."  
  Rank 10: Movie 320 - Reason: This movie combines drama and thriller elements, aligning strongly with the user's preference for intense and complex narratives seen in "The Graduate" and "Marty."  