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 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.), Movie 1711:Midnight in the Garden of Good and Evil (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Reporter covers millionaire's murder trial, forming an unexpected friendship.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2058:The Negotiator (Genres: Action, Adventure, Crime, Drama, Mystery, Thriller; Language: en; Overview: Hostage negotiator takes office hostage to prove conspiracy innocence.), Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.), Movie 3147:The Green Mile (Genres: Fantasy, Drama, Crime; Language: en; Overview: Supernatural tale of John Coffey's healing powers on death row.), Movie 3247:Sister Act (Genres: Music, Comedy; Language: en; Overview: Singer witnesses murder, hidden in nunnery, helps community, gains fame.)
  There are 10 Candidates for recommendation: Movie 1520:Commandments (Genres: Comedy, Drama, Romance; Language: en; Overview: Seth, grieving and angry, breaks the Ten Commandments after tragedy.),, Movie 310:Rent-a-Kid (Genres: Comedy, Family, TV Movie; Language: en; Overview: Harry rents babies from an orphanage to local families.),, Movie 2283:The Sheltering Sky (Genres: Adventure, Drama, Romance; Language: en; Overview: American couple drifts toward emptiness in postwar North Africa.),, Movie 2493:Comedian Harmonists (Genres: Music, Drama; Language: de; Overview: Comedian Harmonists: German sextet's rise and fall during Nazi era.),, Movie 3005:The Bone Collector (Genres: Drama, Mystery, Thriller, Crime; Language: en; Overview: Rookie cop teams with paralyzed detective to catch serial killer.),, Movie 3300:Pitch Black (Genres: Thriller, Science Fiction, Action; Language: en; Overview: Marooned survivors must rely on Riddick to survive darkness.),, Movie 3060:The Commitments (Genres: Comedy, Drama, Music; Language: en; Overview: Jimmy Rabbitte forms a soul band in Barrytown, Dublin.),, Movie 1227:Once Upon a Time in America (Genres: Drama, Crime; Language: en; Overview: Jewish gangster returns to confront past regrets in Manhattan.),, Movie 829:Joe's Apartment (Genres: Fantasy, Comedy, Music; Language: en; Overview: A man in New York shares apartment with singing cockroaches.),, Movie 3536:Keeping the Faith (Genres: Comedy; Language: en; Overview: Childhood friends navigate love triangle with returning corporate executive Anna.)
  
  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 310 - Reason: This movie features a comedic and family-oriented storyline, which aligns with the user's appreciation for family films like "Mr. Holland's Opus" and "Back to the Future."
  
  Rank 2: Movie 829 - Reason: The fantasy and comedic elements, along with a light-hearted premise, match the user's enjoyment of whimsical stories as seen in "The Truman Show."
  
  Rank 3: Movie 3536 - Reason: This film's comedic narrative about navigating relationships resonates with the user's interest in character-driven stories found in "Midnight in the Garden of Good and Evil."
  
  Rank 4: Movie 3060 - Reason: The musical aspect combined with drama evokes the user's preference for music-centric films, similar to "Sister Act" and "Mr. Holland's Opus."
  
  Rank 5: Movie 2493 - Reason: This movie's dramatic portrayal of a musical group during a historical period connects with the user's interest in historical narratives evident in "Schindler's List."
  
  Rank 6: Movie 2283 - Reason: The adventure and drama in a postwar setting cater to the user's appreciation for deeper emotional stories like "Saving Private Ryan."
  
  Rank 7: Movie 1520 - Reason: This film's blend of comedy and romance reflects the user's interest in character relationships, akin to the themes found in "The Truman Show."
  
  Rank 8: Movie 3005 - Reason: The thriller and mystery components align with the user's enjoyment of suspenseful narratives, similar to the intensity found in "Arlington Road."
  
  Rank 9: Movie 3300 - Reason: The science fiction and thriller elements cater to the user's taste for complex and intense storytelling, reminiscent of "Back to the Future."
  
  Rank 10: Movie 1227 - Reason: The dramatic crime storyline resonates with the user's interest in profound narratives, similar to those found in "The Green Mile."
rejected: Rank 1: Movie 3060 - Reason: The musical aspect combined with drama evokes the user's preference for music-centric films, similar to "Sister Act" and "Mr. Holland's Opus."
  Rank 2: Movie 3005 - Reason: The thriller and mystery components align with the user's enjoyment of suspenseful narratives, similar to the intensity found in "Arlington Road."
  Rank 3: Movie 310 - Reason: This movie features a comedic and family-oriented storyline, which aligns with the user's appreciation for family films like "Mr. Holland's Opus" and "Back to the Future."
  Rank 4: Movie 3536 - Reason: This film's comedic narrative about navigating relationships resonates with the user's interest in character-driven stories found in "Midnight in the Garden of Good and Evil."
  Rank 5: Movie 1227 - Reason: The dramatic crime storyline resonates with the user's interest in profound narratives, similar to those found in "The Green Mile."
  Rank 6: Movie 2283 - Reason: The adventure and drama in a postwar setting cater to the user's appreciation for deeper emotional stories like "Saving Private Ryan."
  Rank 7: Movie 1520 - Reason: This film's blend of comedy and romance reflects the user's interest in character relationships, akin to the themes found in "The Truman Show."
  Rank 8: Movie 3300 - Reason: The science fiction and thriller elements cater to the user's taste for complex and intense storytelling, reminiscent of "Back to the Future."
  Rank 9: Movie 2493 - Reason: This movie's dramatic portrayal of a musical group during a historical period connects with the user's interest in historical narratives evident in "Schindler's List."
  Rank 10: Movie 829 - Reason: The fantasy and comedic elements, along with a light-hearted premise, match the user's enjoyment of whimsical stories as seen in "The Truman Show."