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 233:Exotica (Genres: Drama, Mystery; Language: en; Overview: Obsessive love, jealousy, and connections intertwine in Toronto strip club.), Movie 1123:A Perfect Candidate (Genres: Documentary; Language: en; Overview: Filmmakers document Oliver North's Senate campaign, highlighting mudslinging and strategy.), Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.), Movie 2859:Stop Making Sense (Genres: Documentary, Music; Language: en; Overview: David Byrne performs with Talking Heads in energetic concert film.), Movie 3007:American Movie (Genres: Documentary; Language: en; Overview: Filmmaker's struggle for success reveals ambition and the American Dream.), Movie 3745:Titan A.E. (Genres: Animation, Action, Science Fiction, Family, Adventure; Language: en; Overview: Young man holds key to humanity's survival against alien Dredge.), Movie 3754:The Adventures of Rocky & Bullwinkle (Genres: Action, Adventure, Animation, Comedy, Family; Language: en; Overview: Rocky and Bullwinkle must stop Boris, Natasha, and Fearless Leader.), Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.), Movie 3949:Requiem for a Dream (Genres: Crime, Drama; Language: en; Overview: Four ambitious individuals' lives are ruined by spiraling drug addictions.), Movie 3951:Two Family House (Genres: Drama, Romance; Language: en; Overview: Frustrated crooner Buddy faces challenges with tenants and dreams.)
  There are 10 Candidates for recommendation: Movie 3822:The Girl on the Bridge (Genres: Drama, Comedy, Romance; Language: fr; Overview: Girl meets knife thrower, follows him to perform by Mediterranean.),, Movie 223:Clerks (Genres: Comedy; Language: en; Overview: Bored clerks Dante and Randal navigate life with humor and antics.),, Movie 1876:Deep Impact (Genres: Action, Drama, Romance; Language: en; Overview: Asteroid threatens Earth; president sends astronaut team to stop it.),, Movie 3646:Big Momma's House (Genres: Crime, Comedy; Language: en; Overview: FBI agent disguises as granny to protect mother and son.),, Movie 324:The Sum of Us (Genres: Comedy, Drama, Romance; Language: en; Overview: Father and son bond while navigating love and relationships together.),, Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.),, Movie 3747:Jesus' Son (Genres: Comedy, Drama, Romance; Language: en; Overview: Young man overcomes addiction and crime through newfound compassion.),, Movie 3855:An Affair of Love (Genres: Romance, Drama; Language: fr; Overview: Couple meets, fulfills fantasy, develops relationship, explores normal sex.), Movie 1325:Amityville: A New Generation (Genres: Horror; Language: en; Overview: Photographer's mirror reveals demonic forces, unleashing horror on victims.),, Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.),
  
  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 1876 - Reason: This movie combines action and drama with a romantic subplot, resonating with the user's interest in dramatic narratives and emotional connections as seen in their history.  
  Rank 2: Movie 3635 - Reason: The thrilling adventure and action elements align with the user's enjoyment of high-stakes stories, similar to the excitement found in movies like X-Men.  
  Rank 3: Movie 3510 - Reason: The crime and drama aspects, along with a science fiction twist, appeal to the user's preference for complex narratives that explore deep emotional themes as seen in Requiem for a Dream.  
  Rank 4: Movie 3747 - Reason: This film's focus on overcoming addiction and personal growth resonates with the user's interest in character-driven dramas, much like Gods and Monsters.  
  Rank 5: Movie 324 - Reason: The themes of family bonding and romantic relationships align with the user's appreciation for emotional and relational dynamics found in Two Family House.  
  Rank 6: Movie 3646 - Reason: The comedic crime scenario offers a light-hearted take on serious themes, which may appeal to the user's taste for humor combined with drama as in American Movie.  
  Rank 7: Movie 3855 - Reason: The exploration of romance and relationship dynamics complements the user's interest in character relationships, similar to the romantic themes in Exotica.  
  Rank 8: Movie 1325 - Reason: The horror elements combined with a supernatural theme may attract the user's curiosity for darker narratives, contrasting with their drama-focused history.  
  Rank 9: Movie 3822 - Reason: The blend of drama, comedy, and romance reflects the user's enjoyment of character-driven stories, similar to the emotional journeys in their watched films.  
  Rank 10: Movie 223 - Reason: The comedic elements in a mundane setting resonate with the user's appreciation for humor, providing a lighter contrast to the more serious films in their history.
rejected: Rank 1: Movie 3646 - Reason: The comedic crime scenario offers a light-hearted take on serious themes, which may appeal to the user's taste for humor combined with drama as in American Movie.  
  Rank 2: Movie 1876 - Reason: This movie combines action and drama with a romantic subplot, resonating with the user's interest in dramatic narratives and emotional connections as seen in their history.  
  Rank 3: Movie 324 - Reason: The themes of family bonding and romantic relationships align with the user's appreciation for emotional and relational dynamics found in Two Family House.  
  Rank 4: Movie 3747 - Reason: This film's focus on overcoming addiction and personal growth resonates with the user's interest in character-driven dramas, much like Gods and Monsters.  
  Rank 5: Movie 3855 - Reason: The exploration of romance and relationship dynamics complements the user's interest in character relationships, similar to the romantic themes in Exotica.  
  Rank 6: Movie 1325 - Reason: The horror elements combined with a supernatural theme may attract the user's curiosity for darker narratives, contrasting with their drama-focused history.  
  Rank 7: Movie 3635 - Reason: The thrilling adventure and action elements align with the user's enjoyment of high-stakes stories, similar to the excitement found in movies like X-Men.  
  Rank 8: Movie 3822 - Reason: The blend of drama, comedy, and romance reflects the user's enjoyment of character-driven stories, similar to the emotional journeys in their watched films.  
  Rank 9: Movie 223 - Reason: The comedic elements in a mundane setting resonate with the user's appreciation for humor, providing a lighter contrast to the more serious films in their history.
  Rank 10: Movie 3510 - Reason: The crime and drama aspects, along with a science fiction twist, appeal to the user's preference for complex narratives that explore deep emotional themes as seen in Requiem for a Dream.  