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 999:2 Days in the Valley (Genres: Comedy, Crime; Language: en; Overview: Murder links diverse residents, triggering chaos in a quiet community.), Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.), Movie 1288:This Is Spinal Tap (Genres: Comedy, Music; Language: en; Overview: "This Is Spinal Tap" explores a struggling metal band's journey.), Movie 1769:The Replacement Killers (Genres: Action, Drama, Crime, Thriller; Language: en; Overview: Assassin spares boy, seeks escape from crime boss's vengeance.), Movie 2287:Them! (Genres: Science Fiction, Mystery, Horror; Language: en; Overview: Nuclear tests create giant mutant ants threatening cities; investigators respond.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.), Movie 3033:Spaceballs (Genres: Comedy, Science Fiction; Language: en; Overview: Lone Starr battles Dark Helmet to rescue Princess Vespa and planet.), Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.), Movie 3448:Good Morning, Vietnam (Genres: Comedy, Drama, War; Language: en; Overview: Comedian Cronauer entertains soldiers in Vietnam, facing censorship and love.)
  There are 10 Candidates for recommendation: Movie 3579:I Dreamed of Africa (Genres: Romance, Drama, Adventure; Language: en; Overview: Kuki Gallmann's journey transforms her into a celebrated conservationist.),, Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.),, Movie 2689:Get Bruce! (Genres: Comedy, Documentary; Language: en; Overview: Tribute to Bruce Vilanch, celebrity writer and emotional collaborator.),, Movie 548:Terminal Velocity (Genres: Action, Thriller; Language: en; Overview: Skydiver and ex-KGB agent unite to thwart Russian mafia's heist.),, Movie 3638:Moonraker (Genres: Action, Adventure, Thriller, Science Fiction; Language: en; Overview: Boeing 747 crashes; Bond investigates missing shuttle linked to Drax.), Movie 2873:Lulu on the Bridge (Genres: Drama, Mystery, Romance, Thriller; Language: en; Overview: Jazz saxophonist Izzy's life transforms after an accidental shooting.),, Movie 3120:The Distinguished Gentleman (Genres: Comedy; Language: en; Overview: Con man exploits Congressman’s death to enter Congress, then fights back.),, Movie 2401:Pale Rider (Genres: Romance, Western; Language: en; Overview: A preacher arrives to help miners against a ruthless landowner.),, Movie 1944:From Here to Eternity (Genres: War, Drama, Romance; Language: en; Overview: Hawaii 1941: Private punished, captain's wife and second fall in love.),, Movie 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.),
  
  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 3638 - Reason: This movie combines action, adventure, and science fiction elements, aligning with the user's interest in thrilling narratives as seen in their history with "The Replacement Killers" and "The Omega Man."  
  Rank 2: Movie 235 - Reason: The comedic and dramatic elements in this film resonate with the user's strong preference for comedy, as demonstrated by their enjoyment of "Ferris Bueller's Day Off" and "Good Morning, Vietnam."  
  Rank 3: Movie 548 - Reason: This action thriller features a compelling plot that involves a heist, appealing to the user's taste for crime and thrilling stories, similar to "2 Days in the Valley" and "The Replacement Killers."  
  Rank 4: Movie 337 - Reason: The film's exploration of family dynamics and romance aligns with the user's appreciation for character-driven narratives, as shown in "Wonder Boys."  
  Rank 5: Movie 3579 - Reason: The blend of romance and adventure in this movie connects with the user's interest in transformative journeys, similar to themes in "The Replacement Killers."  
  Rank 6: Movie 3120 - Reason: The comedic plot involving political satire resonates with the user's enjoyment of humor in films like "The Blues Brothers" and "Spaceballs."  
  Rank 7: Movie 2689 - Reason: This documentary-style film offers a comedic tribute, appealing to the user's taste for humor and unique storytelling as seen in "This Is Spinal Tap."  
  Rank 8: Movie 1944 - Reason: The war and romantic themes in this movie align with the user's appreciation for complex relationships, similar to "Good Morning, Vietnam."  
  Rank 9: Movie 2401 - Reason: This western romance provides a blend of adventure and emotional depth, reflecting the user's interest in dramatic narratives like "Wonder Boys."  
  Rank 10: Movie 2873 - Reason: The film's mix of drama and mystery aligns with the user's taste for thought-provoking stories, akin to the themes found in "Them!" and "The Omega Man."
rejected: Rank 1: Movie 3579 - Reason: The blend of romance and adventure in this movie connects with the user's interest in transformative journeys, similar to themes in "The Replacement Killers."  
  Rank 2: Movie 2873 - Reason: The film's mix of drama and mystery aligns with the user's taste for thought-provoking stories, akin to the themes found in "Them!" and "The Omega Man."
  Rank 3: Movie 337 - Reason: The film's exploration of family dynamics and romance aligns with the user's appreciation for character-driven narratives, as shown in "Wonder Boys."  
  Rank 4: Movie 2689 - Reason: This documentary-style film offers a comedic tribute, appealing to the user's taste for humor and unique storytelling as seen in "This Is Spinal Tap."  
  Rank 5: Movie 1944 - Reason: The war and romantic themes in this movie align with the user's appreciation for complex relationships, similar to "Good Morning, Vietnam."  
  Rank 6: Movie 235 - Reason: The comedic and dramatic elements in this film resonate with the user's strong preference for comedy, as demonstrated by their enjoyment of "Ferris Bueller's Day Off" and "Good Morning, Vietnam."  
  Rank 7: Movie 548 - Reason: This action thriller features a compelling plot that involves a heist, appealing to the user's taste for crime and thrilling stories, similar to "2 Days in the Valley" and "The Replacement Killers."  
  Rank 8: Movie 3120 - Reason: The comedic plot involving political satire resonates with the user's enjoyment of humor in films like "The Blues Brothers" and "Spaceballs."  
  Rank 9: Movie 2401 - Reason: This western romance provides a blend of adventure and emotional depth, reflecting the user's interest in dramatic narratives like "Wonder Boys."  
  Rank 10: Movie 3638 - Reason: This movie combines action, adventure, and science fiction elements, aligning with the user's interest in thrilling narratives as seen in their history with "The Replacement Killers" and "The Omega Man."  