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 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.), Movie 1678:The Joy Luck Club (Genres: Drama; Language: en; Overview: Four Chinese-American women and their mothers explore past relationships.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 1719:The Sweet Hereafter (Genres: Drama; Language: en; Overview: Bus accident devastates Canadian town; lawyer's help complicates healing.), Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.), Movie 2268:A Few Good Men (Genres: Drama; Language: en; Overview: Military lawyers uncover hazing implicating high-ranking officials in murder case.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.), Movie 2966:The Straight Story (Genres: Drama; Language: en; Overview: Alvin Straight travels on a lawn mower to reconcile with brother.)
  There are 10 Candidates for recommendation: Movie 180:Mallrats (Genres: Romance, Comedy; Language: en; Overview: Two best friends, dumped, find solace at the local mall.),, Movie 535:Short Cuts (Genres: Comedy, Drama; Language: en; Overview: Altman's multi-character film explores American culture's emotional spectrum profoundly.),, Movie 2177:Family Plot (Genres: Comedy, Crime, Thriller; Language: en; Overview: Con artist psychic and boyfriend confront serial kidnappers in California.),, Movie 520:Robin Hood: Men in Tights (Genres: Comedy; Language: en; Overview: Robin Hood returns, fights King John and Sheriff of Rottingham.),, Movie 3807:Sinbad and the Eye of the Tiger (Genres: Action, Adventure, Family, Fantasy, Science Fiction; Language: en; Overview: Princess Farah delays marriage until brother's transformation is reversed.), Movie 409:Above the Rim (Genres: Crime, Drama; Language: en; Overview: High school basketball star navigates relationships with two troubled brothers.),, Movie 1008:Davy Crockett, King of the Wild Frontier (Genres: Action, Adventure, Family, Western; Language: en; Overview: Davey Crockett’s adventures include war, Congress, and the Alamo.),, Movie 707:Mulholland Falls (Genres: Drama, Mystery, Thriller; Language: en; Overview: In 1950s LA, LAPD's special squad investigates a young woman's murder.),, Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.),, Movie 352:Crooklyn (Genres: Comedy, Drama; Language: en; Overview: Spike Lee's vibrant film depicts a '70s Brooklyn family's life.),
  
  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 180 - Reason: The romantic comedy elements resonate with the user's interest in light-hearted narratives, similar to the comedic aspects found in their watched films.  
  Rank 2: Movie 409 - Reason: This film explores complex family dynamics and relationships, appealing to the user's preference for dramatic narratives like "Good Will Hunting."  
  Rank 3: Movie 352 - Reason: The vibrant family story in a historical context reflects the user's appreciation for character-driven dramas as shown in "The Joy Luck Club."  
  Rank 4: Movie 535 - Reason: This film's exploration of American culture through multiple characters aligns well with the user's interest in emotional and thought-provoking stories, paralleling "The Sweet Hereafter."  
  Rank 5: Movie 2177 - Reason: The blend of comedy and crime aligns with the user's taste for engaging narratives that combine humor with serious themes, similar to "The Spanish Prisoner."  
  Rank 6: Movie 707 - Reason: The intriguing mystery and dramatic elements resonate with the user's preference for suspenseful storytelling as seen in "A Few Good Men."  
  Rank 7: Movie 520 - Reason: The comedic take on a classic story aligns with the user's enjoyment of humor in films, reminiscent of the light-heartedness in "Edward Scissorhands."  
  Rank 8: Movie 515 - Reason: The romantic and dramatic themes in this film reflect the user's interest in deep emotional narratives, akin to "Gods and Monsters."  
  Rank 9: Movie 1008 - Reason: The adventurous spirit and historical context appeal to the user's inclination towards family-friendly narratives, similar to the warmth of "The Straight Story."  
  Rank 10: Movie 3807 - Reason: The adventure and fantasy elements cater to the user's interest in imaginative storytelling, echoing themes present in their watched films.
rejected: Rank 1: Movie 535 - Reason: This film's exploration of American culture through multiple characters aligns well with the user's interest in emotional and thought-provoking stories, paralleling "The Sweet Hereafter."  
  Rank 2: Movie 707 - Reason: The intriguing mystery and dramatic elements resonate with the user's preference for suspenseful storytelling as seen in "A Few Good Men."  
  Rank 3: Movie 352 - Reason: The vibrant family story in a historical context reflects the user's appreciation for character-driven dramas as shown in "The Joy Luck Club."  
  Rank 4: Movie 515 - Reason: The romantic and dramatic themes in this film reflect the user's interest in deep emotional narratives, akin to "Gods and Monsters."  
  Rank 5: Movie 409 - Reason: This film explores complex family dynamics and relationships, appealing to the user's preference for dramatic narratives like "Good Will Hunting."  
  Rank 6: Movie 3807 - Reason: The adventure and fantasy elements cater to the user's interest in imaginative storytelling, echoing themes present in their watched films.
  Rank 7: Movie 520 - Reason: The comedic take on a classic story aligns with the user's enjoyment of humor in films, reminiscent of the light-heartedness in "Edward Scissorhands."  
  Rank 8: Movie 1008 - Reason: The adventurous spirit and historical context appeal to the user's inclination towards family-friendly narratives, similar to the warmth of "The Straight Story."  
  Rank 9: Movie 180 - Reason: The romantic comedy elements resonate with the user's interest in light-hearted narratives, similar to the comedic aspects found in their watched films.  
  Rank 10: Movie 2177 - Reason: The blend of comedy and crime aligns with the user's taste for engaging narratives that combine humor with serious themes, similar to "The Spanish Prisoner."  