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 11:The American President (Genres: Comedy, Drama, Romance; Language: en; Overview: Widowed president pursues lobbyist, causing rumors and approval decline.), Movie 2244:The Allnighter (Genres: Comedy, Romance; Language: en; Overview: Three friends confront love and frustrations during graduation night party.), Movie 2262:About Last Night... (Genres: Comedy, Drama, Romance; Language: en; Overview: A couple pursues romance while facing personal issues and disapproval.), Movie 2546:The Deep End of the Ocean (Genres: Drama, Mystery; Language: en; Overview: Michelle Pfeiffer shines as a mother searching for her son.), 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 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 2724:Runaway Bride (Genres: Comedy, Romance; Language: en; Overview: Columnist Ike writes last-minute piece on runaway bride Maggie Carpenter.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.), Movie 3197:The Presidio (Genres: Action, Adventure, Crime, Drama, Mystery, Thriller; Language: en; Overview: Detective Austin reunites with Colonel Caldwell amid murder investigations.), Movie 3225:Down to You (Genres: Comedy, Drama, Family, Romance; Language: en; Overview: Al and Imogen's romance faces challenges from outside forces.)
  There are 9 Candidates for recommendation: Movie 2035:Blackbeard's Ghost (Genres: Fantasy, Comedy, Family; Language: en; Overview: Ustinov's ghost helps protect Lanchester from villains' casino scheme.),, Movie 1399:Marvin's Room (Genres: Drama; Language: en; Overview: Leukemia patient seeks reconciliation with sister for bone marrow donation.),, Movie 3623:Mission: Impossible II (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt races to stop a biological weapon threat.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.),, Movie 3785:Scary Movie (Genres: Comedy; Language: en; Overview: Wayans brothers humorously parody popular horror films and blockbusters.), Movie 1486:The Quiet Room (Genres: Drama, Foreign; Language: en; Overview: Girl, aged seven, adopts silence to protest parents' hostility.),, Movie 3131:Broadway Damage (Genres: ; Language: en; Overview: Aspiring writers navigate love and humor in New York City.),, Movie 1717:Scream 2 (Genres: Horror, Mystery; Language: en; Overview: Sidney faces new killings linked to her past at college.),
  
  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
  ...
  Rank9: 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 1717 - Reason: This horror mystery combines elements of suspense and intrigue, appealing to the user's past enjoyment of dramatic narratives with complex characters, as seen in movies like "The Deep End of the Ocean".
  
  Rank 2: Movie 3623 - Reason: The action and adventure elements resonate with the user's interest in thrilling stories, similar to the tension found in "The Presidio".
  
  Rank 3: Movie 3131 - Reason: This film's focus on aspiring writers navigating love aligns with the user's preference for romantic and dramatic narratives, reminiscent of "About Last Night...".
  
  Rank 4: Movie 3785 - Reason: The comedic parody approach resonates with the user's enjoyment of comedies, connecting to their history of watching humorous films like "10 Things I Hate About You".
  
  Rank 5: Movie 858 - Reason: The drama and crime elements in this classic film appeal to the user's appreciation for complex storytelling, similar to the depth found in "The Deep End of the Ocean".
  
  Rank 6: Movie 1486 - Reason: The emotional and dramatic themes in this foreign film align with the user's interest in deeper narratives, akin to "Marvin's Room".
  
  Rank 7: Movie 1307 - Reason: This romantic comedy explores relationships over time, mirroring the user's interest in romance and drama as seen in "When Harry Met Sally...".
  
  Rank 8: Movie 2035 - Reason: The family-friendly fantasy and comedy elements resonate with the user's enjoyment of lighthearted films, similar to "Toy Story 2".
  
  Rank 9: Movie 1399 - Reason: The dramatic story of family reconciliation aligns with the user's taste for emotional narratives, paralleling themes found in "The Deep End of the Ocean".
rejected: Rank 1: Movie 2035 - Reason: The family-friendly fantasy and comedy elements resonate with the user's enjoyment of lighthearted films, similar to "Toy Story 2".
  Rank 2: Movie 3785 - Reason: The comedic parody approach resonates with the user's enjoyment of comedies, connecting to their history of watching humorous films like "10 Things I Hate About You".
  Rank 3: Movie 1486 - Reason: The emotional and dramatic themes in this foreign film align with the user's interest in deeper narratives, akin to "Marvin's Room".
  Rank 4: Movie 3623 - Reason: The action and adventure elements resonate with the user's interest in thrilling stories, similar to the tension found in "The Presidio".
  Rank 5: Movie 1717 - Reason: This horror mystery combines elements of suspense and intrigue, appealing to the user's past enjoyment of dramatic narratives with complex characters, as seen in movies like "The Deep End of the Ocean".
  Rank 6: Movie 1399 - Reason: The dramatic story of family reconciliation aligns with the user's taste for emotional narratives, paralleling themes found in "The Deep End of the Ocean".
  Rank 7: Movie 858 - Reason: The drama and crime elements in this classic film appeal to the user's appreciation for complex storytelling, similar to the depth found in "The Deep End of the Ocean".
  Rank 8: Movie 1307 - Reason: This romantic comedy explores relationships over time, mirroring the user's interest in romance and drama as seen in "When Harry Met Sally...".
  Rank 9: Movie 3131 - Reason: This film's focus on aspiring writers navigating love aligns with the user's preference for romantic and dramatic narratives, reminiscent of "About Last Night...".