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 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1096:Sophie's Choice (Genres: Drama, Romance; Language: en; Overview: Meryl Streep plays Sophie, a Polish immigrant in Brooklyn.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.), Movie 3044:Dead Again (Genres: Thriller; Language: en; Overview: Composer executed for wife's murder; private eye links amnesiac woman.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 3163:Topsy-Turvy (Genres: Comedy, Drama, Music; Language: en; Overview: Gilbert and Sullivan's tensions lead to "The Mikado's" success.), Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.), Movie 3468:The Hustler (Genres: Drama; Language: en; Overview: Fast Eddie challenges Minnesota Fats, risking everything with bravado.), 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 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.),, Movie 3696:Night of the Creeps (Genres: Comedy, Horror, Science Fiction; Language: en; Overview: Alien experiment thaws, infects fraternity, creating zombie outbreak on campus.),, Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.),, Movie 2973:Crimes and Misdemeanors (Genres: Comedy, Drama; Language: en; Overview: Ophthalmologist's affair exposed; filmmaker captivated by another woman.),, Movie 3929:The Bank Dick (Genres: Comedy; Language: en; Overview: Egbert becomes a hero, but faces trouble with bank inspector.), Movie 117:The Young Poisoner's Handbook (Genres: Comedy, Crime, Drama; Language: en; Overview: Young man's toxic obsession leads to madness and experimental murder.),, Movie 2583:Cookie's Fortune (Genres: Comedy, Drama, Thriller; Language: en; Overview: Old woman's death sparks conflict among family and friends.),, Movie 3254:Wayne's World 2 (Genres: Music, Comedy; Language: en; Overview: Wayne and Garth host "Waynestock" concert amid relationship troubles.),, Movie 2590:Hideous Kinky (Genres: Romance, Drama; Language: en; Overview: Julia escapes dreary English life for Morocco with her daughters.),, Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.),
  
  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 2973 - Reason: This movie explores complex human emotions and moral dilemmas, aligning with the user's preference for thought-provoking narratives as seen in "Sophie's Choice" and "Awakenings."  
  Rank 2: Movie 3696 - Reason: The mix of comedy and horror, along with a unique plot involving an alien experiment, adds a thrilling twist that resonates with the user's interest in the thrilling elements of "Dead Again" and "Arlington Road."  
  Rank 3: Movie 2583 - Reason: This film combines drama and comedy with a suspenseful plot, reflecting the user's appreciation for family-centered stories and tensions as seen in "Cinema Paradiso" and "Keeping the Faith."  
  Rank 4: Movie 1207 - Reason: The themes of social justice and moral integrity mirror the user's interest in serious dramas like "Sophie's Choice" and "Arlington Road."  
  Rank 5: Movie 117 - Reason: The dark comedic elements intertwined with crime reflect the user's preference for thrillers and complex characters as seen in "Dead Again" and "The Hustler."  
  Rank 6: Movie 920 - Reason: This classic romance drama features complex relationships, aligning with the user's interest in emotional narratives found in "Sophie's Choice" and "Cinema Paradiso."  
  Rank 7: Movie 2590 - Reason: The journey of self-discovery and emotional growth resonates with the user's appreciation for character-driven stories as seen in "Awakenings" and "Keeping the Faith."  
  Rank 8: Movie 2390 - Reason: The theme of pursuing dreams against the odds aligns with the user's interest in personal struggles and triumphs found in "Cinema Paradiso."  
  Rank 9: Movie 3254 - Reason: The comedic elements combined with music create a light-hearted experience, similar to the enjoyable moments in "American Graffiti" and "Keeping the Faith."  
  Rank 10: Movie 3929 - Reason: The humorous take on everyday life and heroism appeals to the user's appreciation for comedy and drama as seen in "The Hustler" and "American Graffiti."
rejected: Rank 1: Movie 920 - Reason: This classic romance drama features complex relationships, aligning with the user's interest in emotional narratives found in "Sophie's Choice" and "Cinema Paradiso."  
  Rank 2: Movie 2590 - Reason: The journey of self-discovery and emotional growth resonates with the user's appreciation for character-driven stories as seen in "Awakenings" and "Keeping the Faith."  
  Rank 3: Movie 2973 - Reason: This movie explores complex human emotions and moral dilemmas, aligning with the user's preference for thought-provoking narratives as seen in "Sophie's Choice" and "Awakenings."  
  Rank 4: Movie 3696 - Reason: The mix of comedy and horror, along with a unique plot involving an alien experiment, adds a thrilling twist that resonates with the user's interest in the thrilling elements of "Dead Again" and "Arlington Road."  
  Rank 5: Movie 1207 - Reason: The themes of social justice and moral integrity mirror the user's interest in serious dramas like "Sophie's Choice" and "Arlington Road."  
  Rank 6: Movie 2390 - Reason: The theme of pursuing dreams against the odds aligns with the user's interest in personal struggles and triumphs found in "Cinema Paradiso."  
  Rank 7: Movie 3254 - Reason: The comedic elements combined with music create a light-hearted experience, similar to the enjoyable moments in "American Graffiti" and "Keeping the Faith."  
  Rank 8: Movie 3929 - Reason: The humorous take on everyday life and heroism appeals to the user's appreciation for comedy and drama as seen in "The Hustler" and "American Graffiti."
  Rank 9: Movie 2583 - Reason: This film combines drama and comedy with a suspenseful plot, reflecting the user's appreciation for family-centered stories and tensions as seen in "Cinema Paradiso" and "Keeping the Faith."  
  Rank 10: Movie 117 - Reason: The dark comedic elements intertwined with crime reflect the user's preference for thrillers and complex characters as seen in "Dead Again" and "The Hustler."  