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 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.), Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.), Movie 1245:Miller's Crossing (Genres: Drama, Thriller, Crime; Language: en; Overview: In 1929, a political boss and advisor compete for love.), 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 1297:Real Genius (Genres: Comedy, Romance; Language: en; Overview: Chris and Mitch balance genius with fun amid college pressures.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 2110:Dead Men Don't Wear Plaid (Genres: Comedy, Mystery; Language: en; Overview: Juliet investigates father's suspicious death with private eye's help.), Movie 3033:Spaceballs (Genres: Comedy, Science Fiction; Language: en; Overview: Lone Starr battles Dark Helmet to rescue Princess Vespa and planet.), Movie 3147:The Green Mile (Genres: Fantasy, Drama, Crime; Language: en; Overview: Supernatural tale of John Coffey's healing powers on death row.)
  There are 10 Candidates for recommendation: Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 3011:They Shoot Horses, Don't They? (Genres: Drama; Language: en; Overview: Desperate characters gamble their futures in a dance marathon.),, Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.),, Movie 1328:The Amityville Curse (Genres: Horror; Language: en; Overview: Five people are haunted by ghosts in an abandoned house.),, Movie 2469:Peggy Sue Got Married (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Peggy Sue faints, wakes in her past before graduation.),, Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.),, Movie 1358:Sling Blade (Genres: Drama; Language: en; Overview: Karl Childers, mentally disabled, released after decades in mental hospital.),, Movie 3555:U-571 (Genres: Action, Drama, Thriller, War; Language: en; Overview: Allies seize opportunity to capture Enigma after U-boat SOS.), Movie 590:Dances with Wolves (Genres: Adventure, Drama, Western; Language: en; Overview: Wounded soldier finds hope, becomes hero, befriends Sioux tribe.),, Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.),
  
  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 1358 - Reason: This drama explores deep emotional themes similar to the intense character studies found in "Good Will Hunting" and "Full Metal Jacket".  
  Rank 2: Movie 3260 - Reason: The romantic and dramatic elements reflect the user's interest in character-driven narratives, much like "The Princess Bride".  
  Rank 3: Movie 1263 - Reason: This war drama aligns with the user's appreciation for complex narratives about friendship and the human condition, akin to "Full Metal Jacket".  
  Rank 4: Movie 3555 - Reason: The action and thriller aspects resonate with the user's affinity for engaging and suspenseful plots as seen in "The Empire Strikes Back".  
  Rank 5: Movie 3011 - Reason: This film's exploration of desperation and human emotions connects well with the user’s taste for dramatic depth, similar to "Good Will Hunting".  
  Rank 6: Movie 590 - Reason: The adventure and drama elements appeal to the user's enjoyment of character growth and heroic journeys, reminiscent of "The Empire Strikes Back".  
  Rank 7: Movie 1328 - Reason: This horror film’s psychological elements might intrigue the user, given their history with complex narratives in movies like "Real Genius".  
  Rank 8: Movie 1208 - Reason: The Vietnam War backdrop and dramatic focus parallels the user's interest in intense war stories, similar to "Full Metal Jacket".  
  Rank 9: Movie 337 - Reason: The blend of romance and drama aligns with the user’s preference for heartfelt stories like "The Princess Bride".  
  Rank 10: Movie 2469 - Reason: The fantasy element combined with a nostalgic romantic plot connects with the user’s taste for light-hearted yet emotional narratives, as seen in "Back to the Future".
rejected: Rank 1: Movie 1263 - Reason: This war drama aligns with the user's appreciation for complex narratives about friendship and the human condition, akin to "Full Metal Jacket".  
  Rank 2: Movie 3011 - Reason: This film's exploration of desperation and human emotions connects well with the user’s taste for dramatic depth, similar to "Good Will Hunting".  
  Rank 3: Movie 1208 - Reason: The Vietnam War backdrop and dramatic focus parallels the user's interest in intense war stories, similar to "Full Metal Jacket".  
  Rank 4: Movie 590 - Reason: The adventure and drama elements appeal to the user's enjoyment of character growth and heroic journeys, reminiscent of "The Empire Strikes Back".  
  Rank 5: Movie 1328 - Reason: This horror film’s psychological elements might intrigue the user, given their history with complex narratives in movies like "Real Genius".  
  Rank 6: Movie 2469 - Reason: The fantasy element combined with a nostalgic romantic plot connects with the user’s taste for light-hearted yet emotional narratives, as seen in "Back to the Future".
  Rank 7: Movie 3260 - Reason: The romantic and dramatic elements reflect the user's interest in character-driven narratives, much like "The Princess Bride".  
  Rank 8: Movie 1358 - Reason: This drama explores deep emotional themes similar to the intense character studies found in "Good Will Hunting" and "Full Metal Jacket".  
  Rank 9: Movie 337 - Reason: The blend of romance and drama aligns with the user’s preference for heartfelt stories like "The Princess Bride".  
  Rank 10: Movie 3555 - Reason: The action and thriller aspects resonate with the user's affinity for engaging and suspenseful plots as seen in "The Empire Strikes Back".  