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 246:Hoop Dreams (Genres: Documentary; Language: en; Overview: Two Chicago teens pursue basketball dreams through high school challenges.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 745:A Close Shave (Genres: Family, Animation, Comedy; Language: en; Overview: Wallace loves Wendolene, unaware of her sheep-rustling schemes.), Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.), Movie 1217:Ran (Genres: Action, Drama, History; Language: ja; Overview: Elderly warlord's retirement leads to corruption and betrayal among sons.), Movie 2019:Seven Samurai (Genres: Action, Drama; Language: ja; Overview: Samurai protects village from bandits, teaches defense, battles ensue.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2830:Cabaret Balkan (Genres: Drama; Language: sr; Overview: Mid-nineties Belgrade: interconnected stories explore brutality, violence, accountability.), Movie 3266:Man Bites Dog (Genres: Comedy, Crime, Drama, Horror; Language: fr; Overview: Camera crew documents serial killer's crimes, questioning morality and safety.), Movie 3897:Almost Famous (Genres: Drama, Music; Language: en; Overview: Coming-of-age film about a teen journalist touring with a band.)
  There are 10 Candidates for recommendation: Movie 2360:The Celebration (Genres: Drama; Language: da; Overview: Sixtieth birthday party exposes family secrets through father-son conflict.),, Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.),, Movie 3030:Yojimbo (Genres: Drama, Thriller; Language: ja; Overview: Ronin instigates gang war between rival businessmen in village.),, Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.),, Movie 3543:Diner (Genres: Comedy, Drama; Language: en; Overview: Five young men resist adulthood, finding refuge in their Diner.), Movie 2480:Dry Cleaning (Genres: Drama; Language: fr; Overview: Bored couple's lives change dramatically after taking in young man.),, Movie 1920:Small Soldiers (Genres: Comedy, Adventure, Fantasy, Science Fiction, Action; Language: en; Overview: Toy action figures misuse missile technology, taking battles too seriously.),, Movie 2044:The Devil and Max Devlin (Genres: Fantasy, Comedy, Science Fiction, Family; Language: en; Overview: Max must collect souls to stay on Earth after death.),, Movie 1040:The Secret Agent (Genres: Drama, Thriller; Language: en; Overview: Verloc's betrayal triggers tragedy involving his wife, brother, and explosives expert.),, Movie 1132:Manon of the Spring (Genres: Drama; Language: fr; Overview: Manon seeks revenge against those responsible for her father's death.),
  
  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 3543 - Reason: This film explores the complexities of young adulthood and friendship, reflecting themes similar to the user's interest in character-driven dramas like "Almost Famous."  
  Rank 2: Movie 3030 - Reason: The intense plot and moral dilemmas in this film resonate with the user's appreciation for dramatic narratives, as seen in "Seven Samurai" and "The Shawshank Redemption."  
  Rank 3: Movie 2480 - Reason: The exploration of relationships and life changes aligns with the user's preference for deep, character-focused stories, similar to "Cabaret Balkan."  
  Rank 4: Movie 2707 - Reason: This thriller's psychological tension reflects the user's interest in unsettling narratives as noted in "Man Bites Dog" and "A Clockwork Orange."  
  Rank 5: Movie 1132 - Reason: The revenge theme and emotional depth connect with the user's appreciation for dramatic storytelling found in "Ran" and "Apocalypse Now."  
  Rank 6: Movie 2360 - Reason: The familial conflicts and revelations resonate with the user's interest in dramatic narratives that explore human relationships, like "The Celebration."  
  Rank 7: Movie 2044 - Reason: This film's blend of fantasy and comedy provides a lighter contrast, appealing to the user's variety of tastes as seen in "A Close Shave."  
  Rank 8: Movie 1206 - Reason: The blend of science fiction and psychological drama aligns with the user's inclination towards thought-provoking stories like "The Shawshank Redemption."  
  Rank 9: Movie 1920 - Reason: The adventurous and humorous elements in this film align with the user's enjoyment of diverse genres, similar to "Almost Famous."  
  Rank 10: Movie 1040 - Reason: The themes of betrayal and moral conflict resonate with the user's interest in complex narratives, akin to "Apocalypse Now."
rejected: Rank 1: Movie 3543 - Reason: This film explores the complexities of young adulthood and friendship, reflecting themes similar to the user's interest in character-driven dramas like "Almost Famous."  
  Rank 2: Movie 2044 - Reason: This film's blend of fantasy and comedy provides a lighter contrast, appealing to the user's variety of tastes as seen in "A Close Shave."  
  Rank 3: Movie 2360 - Reason: The familial conflicts and revelations resonate with the user's interest in dramatic narratives that explore human relationships, like "The Celebration."  
  Rank 4: Movie 1040 - Reason: The themes of betrayal and moral conflict resonate with the user's interest in complex narratives, akin to "Apocalypse Now."
  Rank 5: Movie 2707 - Reason: This thriller's psychological tension reflects the user's interest in unsettling narratives as noted in "Man Bites Dog" and "A Clockwork Orange."  
  Rank 6: Movie 3030 - Reason: The intense plot and moral dilemmas in this film resonate with the user's appreciation for dramatic narratives, as seen in "Seven Samurai" and "The Shawshank Redemption."  
  Rank 7: Movie 1132 - Reason: The revenge theme and emotional depth connect with the user's appreciation for dramatic storytelling found in "Ran" and "Apocalypse Now."  
  Rank 8: Movie 1206 - Reason: The blend of science fiction and psychological drama aligns with the user's inclination towards thought-provoking stories like "The Shawshank Redemption."  
  Rank 9: Movie 2480 - Reason: The exploration of relationships and life changes aligns with the user's preference for deep, character-focused stories, similar to "Cabaret Balkan."  
  Rank 10: Movie 1920 - Reason: The adventurous and humorous elements in this film align with the user's enjoyment of diverse genres, similar to "Almost Famous."  