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 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2352:The Big Chill (Genres: Comedy, Drama; Language: en; Overview: Couple hosts college friends' reunion, confronting past relationships and memories.), Movie 2600:eXistenZ (Genres: Action, Thriller, Science Fiction, Horror; Language: en; Overview: Designer on the run must test game with marketing trainee.), Movie 2624:After Life (Genres: Fantasy, Drama; Language: ja; Overview: After death, choose one memory to keep for eternity.), Movie 2921:High Plains Drifter (Genres: Western; Language: en; Overview: Stranger defends Lago from outlaws after defeating local gunmen.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.)
  There are 10 Candidates for recommendation: 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 2530:Beneath the Planet of the Apes (Genres: Adventure, Science Fiction, Mystery; Language: en; Overview: Brent crash-lands, searches for Taylor, battles apes and humans.),, Movie 1297:Real Genius (Genres: Comedy, Romance; Language: en; Overview: Chris and Mitch balance genius with fun amid college pressures.),, Movie 1934:You Can't Take It With You (Genres: Comedy, Romance; Language: en; Overview: Alice loves Tony; their families disapprove, leading to complications.),, Movie 3273:Scream 3 (Genres: Horror, Mystery; Language: en; Overview: Sydney confronts her past to stop a new killer's spree.),, Movie 2369:Desperately Seeking Susan (Genres: Comedy; Language: en; Overview: Bored housewife becomes entwined in another woman's life through identity.),, Movie 3730:The Conversation (Genres: Crime, Drama, Mystery; Language: en; Overview: Surveillance expert becomes obsessed with a couple's cryptic conversation.), Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.),, Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.),, Movie 3673:Benji the Hunted (Genres: Action, Adventure, Family; Language: en; Overview: Benji is stranded on an island, facing dangerous wildlife encounters.),
  
  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 3032 - Reason: This movie combines science fiction, thriller, and action elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history with titles like Gattaca and eXistenZ.  
  Rank 2: Movie 2546 - Reason: The dramatic narrative of a mother searching for her son resonates with the emotional depth found in movies like Schindler's List and Terms of Endearment, appealing to the user's taste for heartfelt stories.  
  Rank 3: Movie 2369 - Reason: This comedy features themes of identity and personal discovery, which align with the user's enjoyment of character-driven narratives as seen in L.A. Story and The Big Chill.  
  Rank 4: Movie 3273 - Reason: The horror and mystery elements in this film connect with the user's interest in thrilling narratives, similar to the suspense found in Gattaca and Dog Day Afternoon.  
  Rank 5: Movie 3730 - Reason: The focus on surveillance and obsession in this crime drama connects to the user's appreciation for intricate plots, as seen in The French Connection and eXistenZ.  
  Rank 6: Movie 1171 - Reason: This mockumentary's satirical take on political media aligns with the user's interest in intelligent and thought-provoking narratives, paralleling themes in movies like The Big Chill.  
  Rank 7: Movie 2530 - Reason: The adventure and science fiction elements in this film cater to the user's enjoyment of imaginative storytelling, reflecting similarities to Gattaca and eXistenZ.  
  Rank 8: Movie 1297 - Reason: This romantic comedy appeals to the user's enjoyment of light-hearted narratives, complementing their appreciation for character-driven stories in films like Terms of Endearment.  
  Rank 9: Movie 1934 - Reason: The blend of comedy and romance in this classic resonates with the user's taste for relationships and family dynamics seen in Terms of Endearment and L.A. Story.  
  Rank 10: Movie 3673 - Reason: This family adventure film offers action and heartwarming moments, catering to the user's varied interests in genres, similar to the emotional undertones found in Schindler's List.
rejected: Rank 1: Movie 2546 - Reason: The dramatic narrative of a mother searching for her son resonates with the emotional depth found in movies like Schindler's List and Terms of Endearment, appealing to the user's taste for heartfelt stories.  
  Rank 2: Movie 3673 - Reason: This family adventure film offers action and heartwarming moments, catering to the user's varied interests in genres, similar to the emotional undertones found in Schindler's List.
  Rank 3: Movie 1171 - Reason: This mockumentary's satirical take on political media aligns with the user's interest in intelligent and thought-provoking narratives, paralleling themes in movies like The Big Chill.  
  Rank 4: Movie 1934 - Reason: The blend of comedy and romance in this classic resonates with the user's taste for relationships and family dynamics seen in Terms of Endearment and L.A. Story.  
  Rank 5: Movie 3032 - Reason: This movie combines science fiction, thriller, and action elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history with titles like Gattaca and eXistenZ.  
  Rank 6: Movie 2530 - Reason: The adventure and science fiction elements in this film cater to the user's enjoyment of imaginative storytelling, reflecting similarities to Gattaca and eXistenZ.  
  Rank 7: Movie 3730 - Reason: The focus on surveillance and obsession in this crime drama connects to the user's appreciation for intricate plots, as seen in The French Connection and eXistenZ.  
  Rank 8: Movie 2369 - Reason: This comedy features themes of identity and personal discovery, which align with the user's enjoyment of character-driven narratives as seen in L.A. Story and The Big Chill.  
  Rank 9: Movie 1297 - Reason: This romantic comedy appeals to the user's enjoyment of light-hearted narratives, complementing their appreciation for character-driven stories in films like Terms of Endearment.  
  Rank 10: Movie 3273 - Reason: The horror and mystery elements in this film connect with the user's interest in thrilling narratives, similar to the suspense found in Gattaca and Dog Day Afternoon.  