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 118:If Lucy Fell (Genres: Comedy, Romance; Language: en; Overview: Roommates Joe and Lucy make a risky pact about love.), Movie 207:A Walk in the Clouds (Genres: Drama, Romance; Language: en; Overview: WWII vet pretends to be husband for pregnant, unwed woman.), Movie 539:Sleepless in Seattle (Genres: Comedy, Drama, Romance; Language: en; Overview: Boy sets dad up on date; journalist finds love instead.), Movie 802:Phenomenon (Genres: Drama, Fantasy, Romance, Science Fiction; Language: en; Overview: An ordinary man gains super-intelligence and telekinesis from light.), Movie 1015:Homeward Bound: The Incredible Journey (Genres: Adventure, Comedy, Drama, Family; Language: en; Overview: Dogs and cat journey across America to reunite with owners.), Movie 1641:The Full Monty (Genres: Comedy; Language: en; Overview: Jobless steelworker Gaz persuades friends for one-night strip show.), Movie 2572:10 Things I Hate About You (Genres: Comedy, Romance, Drama; Language: en; Overview: Bianca can't date until sister Kat finds a boyfriend.), Movie 2739:The Color Purple (Genres: Drama; Language: en; Overview: Celie endures abuse, seeks love, and dreams of reunion.), Movie 2791:Airplane! (Genres: Comedy; Language: en; Overview: Alcoholic pilot faces fears to land plane amid chaos.), Movie 3536:Keeping the Faith (Genres: Comedy; Language: en; Overview: Childhood friends navigate love triangle with returning corporate executive Anna.)
  There are 10 Candidates for recommendation: Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.),, Movie 3423:School Daze (Genres: Comedy, Drama; Language: en; Overview: Southern U.S. students clash over opposing ideas and beliefs.),, Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.),, Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.),, Movie 1621:Soul Food (Genres: Comedy, Drama; Language: en; Overview: Sisters' problems disrupt traditional Sunday dinners; grandson restores family unity.),, Movie 3308:The Flamingo Kid (Genres: Comedy, Drama, Romance; Language: en; Overview: Teen seeks excitement at club, learns family is paramount.),, Movie 1100:Days of Thunder (Genres: Adventure; Language: en; Overview: Cole Trickle rivals fellow racer, overcomes injuries with guidance.),, Movie 3204:The Boys from Brazil (Genres: Horror, Drama, Thriller, Science Fiction; Language: en; Overview: Nazi hunter uncovers strange plot to revive the Third Reich.),, Movie 3484:The Skulls (Genres: Crime, Drama, Thriller; Language: en; Overview: Luke's excitement for The Skulls fades with unsettling revelations.), Movie 3199:Pal Joey (Genres: Comedy, Music, Romance; Language: en; Overview: Frank Sinatra stars in classy film, romancing Kim Novak and Rita Hayworth.),
  
  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 3423 - Reason: This movie combines comedy and drama, exploring social issues among students, which aligns with the user's appreciation for character-driven narratives like those in "The Full Monty" and "Keeping the Faith."  
  Rank 2: Movie 3199 - Reason: Featuring romance and music, this film resonates with the user's love for romantic comedies as seen in "Sleepless in Seattle" and "10 Things I Hate About You."  
  Rank 3: Movie 2501 - Reason: A family-oriented drama about pursuing dreams, this aligns with the user's interest in heartfelt stories like "The Color Purple" and "Homeward Bound."  
  Rank 4: Movie 1100 - Reason: This adventure film with a competitive spirit reflects the user's interest in dynamic storytelling found in movies like "Airplane!" and "Homeward Bound."  
  Rank 5: Movie 3308 - Reason: This coming-of-age story blends comedy and romance, appealing to the user's affinity for films like "10 Things I Hate About You" and "Keeping the Faith."  
  Rank 6: Movie 1621 - Reason: The focus on family dynamics and humor connects with the user's enjoyment of ensemble casts in films like "Sleepless in Seattle" and "The Full Monty."  
  Rank 7: Movie 3484 - Reason: A crime drama with thrilling elements matches the user's interest in intense narratives as seen in "The Usual Suspects."  
  Rank 8: Movie 2671 - Reason: This romantic comedy set in a charming locale mirrors the user's enjoyment of love stories like "Sleepless in Seattle" and "A Walk in the Clouds."  
  Rank 9: Movie 50 - Reason: A complex mystery with a strong narrative structure aligns with the user's preference for thought-provoking dramas such as "The Color Purple."  
  Rank 10: Movie 3204 - Reason: This thriller with historical elements appeals to the user's taste for dramatic stories with deeper themes, similar to "The Color Purple" and "A Walk in the Clouds."
rejected: Rank 1: Movie 50 - Reason: A complex mystery with a strong narrative structure aligns with the user's preference for thought-provoking dramas such as "The Color Purple."  
  Rank 2: Movie 3199 - Reason: Featuring romance and music, this film resonates with the user's love for romantic comedies as seen in "Sleepless in Seattle" and "10 Things I Hate About You."  
  Rank 3: Movie 2501 - Reason: A family-oriented drama about pursuing dreams, this aligns with the user's interest in heartfelt stories like "The Color Purple" and "Homeward Bound."  
  Rank 4: Movie 3204 - Reason: This thriller with historical elements appeals to the user's taste for dramatic stories with deeper themes, similar to "The Color Purple" and "A Walk in the Clouds."
  Rank 5: Movie 3308 - Reason: This coming-of-age story blends comedy and romance, appealing to the user's affinity for films like "10 Things I Hate About You" and "Keeping the Faith."  
  Rank 6: Movie 1621 - Reason: The focus on family dynamics and humor connects with the user's enjoyment of ensemble casts in films like "Sleepless in Seattle" and "The Full Monty."  
  Rank 7: Movie 3423 - Reason: This movie combines comedy and drama, exploring social issues among students, which aligns with the user's appreciation for character-driven narratives like those in "The Full Monty" and "Keeping the Faith."  
  Rank 8: Movie 1100 - Reason: This adventure film with a competitive spirit reflects the user's interest in dynamic storytelling found in movies like "Airplane!" and "Homeward Bound."  
  Rank 9: Movie 3484 - Reason: A crime drama with thrilling elements matches the user's interest in intense narratives as seen in "The Usual Suspects."  
  Rank 10: Movie 2671 - Reason: This romantic comedy set in a charming locale mirrors the user's enjoyment of love stories like "Sleepless in Seattle" and "A Walk in the Clouds."  