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 218:Boys on the Side (Genres: Comedy, Drama; Language: en; Overview: Three women embark on a journey, overcoming differences and challenges.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 1126:Drop Dead Fred (Genres: Comedy, Fantasy, Family; Language: en; Overview: Elizabeth recreates childhood friend Fred to cope with her trauma.), Movie 1621:Soul Food (Genres: Comedy, Drama; Language: en; Overview: Sisters' problems disrupt traditional Sunday dinners; grandson restores family unity.), Movie 1678:The Joy Luck Club (Genres: Drama; Language: en; Overview: Four Chinese-American women and their mothers explore past relationships.), Movie 2151:The Gods Must Be Crazy II (Genres: Action, Comedy; Language: en; Overview: Xixo rescues children from poachers, encountering soldiers and pilots.), Movie 2432:Stepmom (Genres: Drama, Romance; Language: en; Overview: Divorced mother and ex's girlfriend unite amid illness to celebrate life.), Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.), Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.)
  There are 10 Candidates for recommendation: Movie 1426:Zeus & Roxanne (Genres: Action, Adventure, Comedy, Family, Romance; Language: en; Overview: Marine biologist Mary Beth befriends dog Zeus and loves owner Terry.),, Movie 1601:Hoodlum (Genres: Crime, Drama; Language: en; Overview: Bumpy Johnson takes over Harlem's numbers business amid mob conflict.),, Movie 3918:Hellbound: Hellraiser II (Genres: Horror, Thriller; Language: en; Overview: Doctor Channard seeks Hell's doorway; Kirsty battles Cenobites' horrors.), Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.),, Movie 2969:A Man and a Woman (Genres: Drama, Romance; Language: fr; Overview: Two widowed parents meet by chance at a school.),, Movie 628:Primal Fear (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Arrogant attorney defends altar boy in complex murder case.),, 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 1702:Flubber (Genres: Comedy, Family, Science Fiction; Language: en; Overview: Absent-minded professor invents flubber to save college and marry.),, Movie 3247:Sister Act (Genres: Music, Comedy; Language: en; Overview: Singer witnesses murder, hidden in nunnery, helps community, gains fame.),, Movie 3418:Thelma & Louise (Genres: Drama, Thriller, Crime, Adventure; Language: en; Overview: Louise and Thelma flee after shooting a rapist, strengthening friendship.),
  
  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 1702 - Reason: This movie combines comedy, family, and science fiction elements, aligning strongly with the user's preference for lighthearted yet imaginative stories, as seen in their history of enjoying comedies and family-oriented films.  
  Rank 2: Movie 3247 - Reason: The musical and comedic aspects of this film resonate with the user's enjoyment of comedy, particularly in ensemble settings, as demonstrated by their interest in movies like "Soul Food."  
  Rank 3: Movie 1270 - Reason: This film's adventure and time travel themes appeal to the user's interest in inventive storytelling, as they have shown a preference for movies that blend comedy and fantasy elements, like "Big."  
  Rank 4: Movie 2969 - Reason: The romantic plot and character-driven narrative align with the user's appreciation for emotional depth in relationships, as seen in their history with movies like "The Piano."  
  Rank 5: Movie 1601 - Reason: The crime and drama elements in this film connect with the user's interest in complex narratives and character struggles, similar to the themes explored in "Arlington Road."  
  Rank 6: Movie 3918 - Reason: The horror and thriller aspects of this film cater to the user's taste for suspenseful and intense storytelling, which may appeal to their interest in gripping narratives.  
  Rank 7: Movie 628 - Reason: This movie's focus on crime and mystery connects with the user's inclination toward serious themes, akin to the tension present in "Donnie Brasco."  
  Rank 8: Movie 3418 - Reason: The themes of friendship and adventure resonate with the user's appreciation for strong character dynamics, as seen in their enjoyment of "The Joy Luck Club."  
  Rank 9: Movie 1466 - Reason: The crime drama elements reflect the user's interest in narratives that explore moral dilemmas, similar to their engagement with movies like "The Gods Must Be Crazy II."  
  Rank 10: Movie 1426 - Reason: The blend of adventure, comedy, and romance aligns with the user's enjoyment of family-friendly films that offer both humor and heart, reminiscent of their history with "Drop Dead Fred."
rejected: Rank 1: Movie 3918 - Reason: The horror and thriller aspects of this film cater to the user's taste for suspenseful and intense storytelling, which may appeal to their interest in gripping narratives.  
  Rank 2: Movie 3247 - Reason: The musical and comedic aspects of this film resonate with the user's enjoyment of comedy, particularly in ensemble settings, as demonstrated by their interest in movies like "Soul Food."  
  Rank 3: Movie 1466 - Reason: The crime drama elements reflect the user's interest in narratives that explore moral dilemmas, similar to their engagement with movies like "The Gods Must Be Crazy II."  
  Rank 4: Movie 2969 - Reason: The romantic plot and character-driven narrative align with the user's appreciation for emotional depth in relationships, as seen in their history with movies like "The Piano."  
  Rank 5: Movie 1270 - Reason: This film's adventure and time travel themes appeal to the user's interest in inventive storytelling, as they have shown a preference for movies that blend comedy and fantasy elements, like "Big."  
  Rank 6: Movie 1702 - Reason: This movie combines comedy, family, and science fiction elements, aligning strongly with the user's preference for lighthearted yet imaginative stories, as seen in their history of enjoying comedies and family-oriented films.  
  Rank 7: Movie 3418 - Reason: The themes of friendship and adventure resonate with the user's appreciation for strong character dynamics, as seen in their enjoyment of "The Joy Luck Club."  
  Rank 8: Movie 1426 - Reason: The blend of adventure, comedy, and romance aligns with the user's enjoyment of family-friendly films that offer both humor and heart, reminiscent of their history with "Drop Dead Fred."
  Rank 9: Movie 1601 - Reason: The crime and drama elements in this film connect with the user's interest in complex narratives and character struggles, similar to the themes explored in "Arlington Road."  
  Rank 10: Movie 628 - Reason: This movie's focus on crime and mystery connects with the user's inclination toward serious themes, akin to the tension present in "Donnie Brasco."  