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 11:The American President (Genres: Comedy, Drama, Romance; Language: en; Overview: Widowed president pursues lobbyist, causing rumors and approval decline.), Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.), Movie 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.), Movie 1291:Indiana Jones and the Last Crusade (Genres: Adventure, Action; Language: en; Overview: Indiana Jones teams up to find his missing father and stop Nazis.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 2012:Back to the Future Part III (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc face challenges in the Wild West, 1885.), Movie 2431:Patch Adams (Genres: Comedy, Drama; Language: en; Overview: Patch Adams: unconventional doctor using humor to heal patients.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 3256:Patriot Games (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Jack Ryan's interference with IRA leads to threats against him.), Movie 3502:My Life (Genres: Drama, Romance; Language: en; Overview: Bob faces cancer, creates a video diary for his unborn child.)
  There are 10 Candidates for recommendation: Movie 2077:The Journey of Natty Gann (Genres: Adventure; Language: en; Overview: Young girl searches for father during Great Depression, finds companionship.),, Movie 802:Phenomenon (Genres: Drama, Fantasy, Romance, Science Fiction; Language: en; Overview: An ordinary man gains super-intelligence and telekinesis from light.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.),, Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.),, Movie 639:Girl 6 (Genres: Comedy; Language: en; Overview: "Girl 6 is a Spike Lee film about a phone sex operator."),, Movie 3573:Carnosaur 2 (Genres: Horror, Science Fiction; Language: fr; Overview: Scientists investigate nuclear facility, discover cloned dinosaurs instead of meltdown.), Movie 1997:The Exorcist (Genres: Drama, Horror, Thriller; Language: en; Overview: Regan's possession leads her mother to seek help from Father Karras.),, Movie 3067:Women on the Verge of a Nervous Breakdown (Genres: Comedy, Drama; Language: es; Overview: Pepa's suicide plans are interrupted by chaotic, unexpected events.),, Movie 2461:Leatherface: Texas Chainsaw Massacre III (Genres: Horror, Thriller; Language: en; Overview: Couple faces gas station threat, encounters cannibalistic clan seeking victims.),
  
  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 1997 - Reason: The psychological horror and intense drama of possession in this film resonate with the user's appreciation for deep emotional narratives, as reflected in their history with films like "Good Will Hunting."  
  Rank 2: Movie 3471 - Reason: The blend of science fiction and drama, along with a compelling narrative about human connection and the unknown, aligns with the user's taste for thought-provoking stories similar to "The Matrix."  
  Rank 3: Movie 802 - Reason: The themes of transformation and extraordinary abilities in this film connect to the user’s interest in unique character journeys, akin to "Good Will Hunting."  
  Rank 4: Movie 2077 - Reason: This adventure story about familial bonds and resilience resonates with the user’s enjoyment of character-driven narratives, similar to "Indiana Jones and the Last Crusade."  
  Rank 5: Movie 1247 - Reason: The exploration of complex romantic relationships in this film aligns well with the user’s interest in dramas that delve into love and personal conflict, as seen in "The American President."  
  Rank 6: Movie 639 - Reason: The comedic elements combined with a unique perspective on personal struggles match the user's enjoyment of humor in films like "Patch Adams."  
  Rank 7: Movie 337 - Reason: The focus on familial responsibilities and the search for love in this drama reflects the user’s inclination towards emotional depth, similar to "Good Will Hunting."  
  Rank 8: Movie 3573 - Reason: The mix of horror and science fiction elements in this film adds a layer of intrigue that appeals to the user’s appreciation for imaginative storytelling, as seen in "The Matrix."  
  Rank 9: Movie 3067 - Reason: The chaotic blend of comedy and drama in this film mirrors the user’s taste for unexpected narratives, akin to "Young Frankenstein."  
  Rank 10: Movie 2461 - Reason: The horror and thriller elements in this film provide an intense viewing experience that may appeal to the user’s interest in darker stories, connecting to the dramatic tension found in "The Godfather: Part II."
rejected: Rank 1: Movie 3573 - Reason: The mix of horror and science fiction elements in this film adds a layer of intrigue that appeals to the user’s appreciation for imaginative storytelling, as seen in "The Matrix."  
  Rank 2: Movie 3471 - Reason: The blend of science fiction and drama, along with a compelling narrative about human connection and the unknown, aligns with the user's taste for thought-provoking stories similar to "The Matrix."  
  Rank 3: Movie 337 - Reason: The focus on familial responsibilities and the search for love in this drama reflects the user’s inclination towards emotional depth, similar to "Good Will Hunting."  
  Rank 4: Movie 1247 - Reason: The exploration of complex romantic relationships in this film aligns well with the user’s interest in dramas that delve into love and personal conflict, as seen in "The American President."  
  Rank 5: Movie 2077 - Reason: This adventure story about familial bonds and resilience resonates with the user’s enjoyment of character-driven narratives, similar to "Indiana Jones and the Last Crusade."  
  Rank 6: Movie 639 - Reason: The comedic elements combined with a unique perspective on personal struggles match the user's enjoyment of humor in films like "Patch Adams."  
  Rank 7: Movie 1997 - Reason: The psychological horror and intense drama of possession in this film resonate with the user's appreciation for deep emotional narratives, as reflected in their history with films like "Good Will Hunting."  
  Rank 8: Movie 802 - Reason: The themes of transformation and extraordinary abilities in this film connect to the user’s interest in unique character journeys, akin to "Good Will Hunting."  
  Rank 9: Movie 3067 - Reason: The chaotic blend of comedy and drama in this film mirrors the user’s taste for unexpected narratives, akin to "Young Frankenstein."  
  Rank 10: Movie 2461 - Reason: The horror and thriller elements in this film provide an intense viewing experience that may appeal to the user’s interest in darker stories, connecting to the dramatic tension found in "The Godfather: Part II."