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 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.), Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1648:The House of Yes (Genres: Comedy, Drama; Language: en; Overview: Jackie-O's Thanksgiving surprises reveal family obsessions and hidden issues.), Movie 1747:Wag the Dog (Genres: Comedy, Drama; Language: en; Overview: President faces misconduct allegations; adviser stages fake war distraction.), Movie 1876:Deep Impact (Genres: Action, Drama, Romance; Language: en; Overview: Asteroid threatens Earth; president sends astronaut team to stop it.), Movie 3052:Dogma (Genres: Fantasy, Comedy, Adventure; Language: en; Overview: Good and Evil clash in late 20th century New Jersey.), Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.), Movie 3535:American Psycho (Genres: Thriller, Drama, Crime; Language: en; Overview: Investment banker conceals psychopathic alter ego while indulging fantasies.)
  There are 10 Candidates for recommendation: Movie 1002:Ed's Next Move (Genres: ; Language: en; Overview: Ed moves to NYC post-breakup, seeking love and friendship.),, Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.),, Movie 2408:Cocoon: The Return (Genres: Comedy, Drama, Science Fiction; Language: en; Overview: Old pensioners return to Earth; faced with staying or leaving.),, Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.),, Movie 2886:The Adventures of Elmo in Grouchland (Genres: Family; Language: en; Overview: Elmo's blanket adventure teaches sharing and courage in Grouchland.),, Movie 2730:Barry Lyndon (Genres: Drama, Romance, War; Language: en; Overview: Young Irish farm boy Redmond Barry loves cousin, joins army.),, Movie 1924:Plan 9 from Outer Space (Genres: Science Fiction, Horror; Language: en; Overview: Old man and wife resurrected by aliens to prevent destruction.),, Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.),, Movie 1454:SubUrbia (Genres: Comedy, Drama; Language: en; Overview: Suburban teens support each other navigating the challenges of adulthood.),, Movie 3544:Shakes the Clown (Genres: Action, Comedy; Language: en; Overview: Clown struggles with alcoholism and jealousy over colleague's success.)
  
  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 2730 - Reason: This film's romantic and dramatic elements align with the user's appreciation for love stories, as seen in their history with "Forrest Gump" and "The Graduate."  
  Rank 2: Movie 1002 - Reason: The theme of seeking love and friendship post-breakup resonates with the user's interest in character-driven narratives, reflecting their experiences in movies like "The Princess Bride."  
  Rank 3: Movie 3544 - Reason: This comedy about struggle and jealousy connects with the user's enjoyment of comedic narratives that explore personal challenges, similar to "Wag the Dog."  
  Rank 4: Movie 2918 - Reason: The lighthearted premise of skipping school and enjoying life aligns with the user's preference for comedic films, reminiscent of "Ferris Bueller's Day Off."  
  Rank 5: Movie 1924 - Reason: The quirky and unconventional storyline appeals to the user's taste for unique narratives, similar to their interest in "Dogma."  
  Rank 6: Movie 2408 - Reason: The blend of comedy, drama, and science fiction reflects the user’s enjoyment of heartfelt stories with fantastical elements, seen in "Deep Impact."  
  Rank 7: Movie 3510 - Reason: The crime and thriller aspects paired with a dramatic storyline appeal to the user's preference for complex narratives, akin to "American Psycho."  
  Rank 8: Movie 2886 - Reason: The family-friendly adventure aligns with the user's enjoyment of light-hearted, feel-good stories, similar to "The Princess Bride."  
  Rank 9: Movie 1454 - Reason: The exploration of suburban life and personal relationships resonates with the user's interest in character dynamics, as reflected in "Wonder Boys."  
  Rank 10: Movie 1885 - Reason: The comedic and chaotic love story relates to the user's enjoyment of romantic comedies, similar to the themes in "The Graduate."
rejected: Rank 1: Movie 1885 - Reason: The comedic and chaotic love story relates to the user's enjoyment of romantic comedies, similar to the themes in "The Graduate."
  Rank 2: Movie 1454 - Reason: The exploration of suburban life and personal relationships resonates with the user's interest in character dynamics, as reflected in "Wonder Boys."  
  Rank 3: Movie 3544 - Reason: This comedy about struggle and jealousy connects with the user's enjoyment of comedic narratives that explore personal challenges, similar to "Wag the Dog."  
  Rank 4: Movie 1924 - Reason: The quirky and unconventional storyline appeals to the user's taste for unique narratives, similar to their interest in "Dogma."  
  Rank 5: Movie 2408 - Reason: The blend of comedy, drama, and science fiction reflects the user’s enjoyment of heartfelt stories with fantastical elements, seen in "Deep Impact."  
  Rank 6: Movie 3510 - Reason: The crime and thriller aspects paired with a dramatic storyline appeal to the user's preference for complex narratives, akin to "American Psycho."  
  Rank 7: Movie 2730 - Reason: This film's romantic and dramatic elements align with the user's appreciation for love stories, as seen in their history with "Forrest Gump" and "The Graduate."  
  Rank 8: Movie 2886 - Reason: The family-friendly adventure aligns with the user's enjoyment of light-hearted, feel-good stories, similar to "The Princess Bride."  
  Rank 9: Movie 2918 - Reason: The lighthearted premise of skipping school and enjoying life aligns with the user's preference for comedic films, reminiscent of "Ferris Bueller's Day Off."  
  Rank 10: Movie 1002 - Reason: The theme of seeking love and friendship post-breakup resonates with the user's interest in character-driven narratives, reflecting their experiences in movies like "The Princess Bride."  