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 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 922:Sunset Boulevard (Genres: Drama; Language: en; Overview: A struggling screenwriter crafts a screenplay for a forgotten star.), 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 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 2065:The Purple Rose of Cairo (Genres: Fantasy, Comedy, Romance; Language: en; Overview: Cecilia escapes dreary life through movies during the Great Depression.), Movie 2248:Say Anything... (Genres: Comedy, Drama, Romance; Language: en; Overview: Lloyd and Diane's romance struggles against her father's disapproval.), Movie 2541:Cruel Intentions (Genres: Drama, Romance, Thriller; Language: en; Overview: Kathryn challenges Sebastian; win a prize, lose a possession.), Movie 2801:Oscar and Lucinda (Genres: Drama, Romance; Language: en; Overview: Abused minister Oscar and heiress Lucinda's wager changes destinies.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.), Movie 3897:Almost Famous (Genres: Drama, Music; Language: en; Overview: Coming-of-age film about a teen journalist touring with a band.)
  There are 10 Candidates for recommendation: Movie 803:Walking and Talking (Genres: Comedy, Drama, Romance; Language: en; Overview: Amelia faces challenges with friends' support and brief romance.),, Movie 2369:Desperately Seeking Susan (Genres: Comedy; Language: en; Overview: Bored housewife becomes entwined in another woman's life through identity.),, Movie 1231:The Right Stuff (Genres: Drama, History; Language: en; Overview: Overview of Mercury astronauts shaping America's early space program.),, Movie 3677:Baraka (Genres: Documentary; Language: en; Overview: A stunning documentary exploring life through landscape and time.), Movie 3646:Big Momma's House (Genres: Crime, Comedy; Language: en; Overview: FBI agent disguises as granny to protect mother and son.),, Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 1881:Quest for Camelot (Genres: Fantasy, Animation, Drama, Romance, Family; Language: en; Overview: Kayley, a brave girl, strives to stop Ruber's invasion.),, Movie 936:Ninotchka (Genres: Comedy, Romance; Language: en; Overview: Russian woman in Paris faces unexpected attraction to opposing man.),, Movie 2154:How Stella Got Her Groove Back (Genres: Comedy, Drama, Romance; Language: en; Overview: Stella discovers love and self through a transformative trip with Delilah.),
  
  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 3677 - Reason: This documentary offers a visually stunning exploration of life and landscapes, appealing to the user's interest in thought-provoking and visually captivating narratives.  
  Rank 2: Movie 2692 - Reason: The fast-paced, high-stakes storyline in this action drama resembles the thrilling aspects found in the user's preferred movies like "Blade Runner."  
  Rank 3: Movie 1231 - Reason: This historical drama about early astronauts combines adventure and character-driven storytelling, aligning with the user's interest in engaging narratives as seen in "Return of the Jedi."  
  Rank 4: Movie 1196 - Reason: As a renowned science fiction adventure, this film shares thematic connections with the user's appreciation for complex narratives in movies like "Blade Runner."  
  Rank 5: Movie 3646 - Reason: The comedic and crime elements in this film may appeal to the user's taste for humor and drama, similar to the lighter tones found in "Say Anything..." and "Cruel Intentions."  
  Rank 6: Movie 2369 - Reason: This comedy about identity and personal exploration matches the user's appreciation for romance and character development seen in films like "Cruel Intentions."  
  Rank 7: Movie 1881 - Reason: The fantasy and adventure elements in this animated film resonate with the user's interest in imaginative storytelling, akin to "The Princess Bride."  
  Rank 8: Movie 936 - Reason: This classic romantic comedy provides humor and romance, aligning with the user's enjoyment of light-hearted yet meaningful stories like "Say Anything..." and "The Purple Rose of Cairo."  
  Rank 9: Movie 803 - Reason: This film's focus on friendship and romantic challenges echoes themes present in the user's preferred movies, particularly in "Almost Famous."  
  Rank 10: Movie 2154 - Reason: This romantic comedy-drama about self-discovery and love complements the user's interest in character-driven narratives, akin to "Oscar and Lucinda."
rejected: Rank 1: Movie 1881 - Reason: The fantasy and adventure elements in this animated film resonate with the user's interest in imaginative storytelling, akin to "The Princess Bride."  
  Rank 2: Movie 2369 - Reason: This comedy about identity and personal exploration matches the user's appreciation for romance and character development seen in films like "Cruel Intentions."  
  Rank 3: Movie 1196 - Reason: As a renowned science fiction adventure, this film shares thematic connections with the user's appreciation for complex narratives in movies like "Blade Runner."  
  Rank 4: Movie 2692 - Reason: The fast-paced, high-stakes storyline in this action drama resembles the thrilling aspects found in the user's preferred movies like "Blade Runner."  
  Rank 5: Movie 1231 - Reason: This historical drama about early astronauts combines adventure and character-driven storytelling, aligning with the user's interest in engaging narratives as seen in "Return of the Jedi."  
  Rank 6: Movie 2154 - Reason: This romantic comedy-drama about self-discovery and love complements the user's interest in character-driven narratives, akin to "Oscar and Lucinda."
  Rank 7: Movie 3646 - Reason: The comedic and crime elements in this film may appeal to the user's taste for humor and drama, similar to the lighter tones found in "Say Anything..." and "Cruel Intentions."  
  Rank 8: Movie 936 - Reason: This classic romantic comedy provides humor and romance, aligning with the user's enjoyment of light-hearted yet meaningful stories like "Say Anything..." and "The Purple Rose of Cairo."  
  Rank 9: Movie 3677 - Reason: This documentary offers a visually stunning exploration of life and landscapes, appealing to the user's interest in thought-provoking and visually captivating narratives.  
  Rank 10: Movie 803 - Reason: This film's focus on friendship and romantic challenges echoes themes present in the user's preferred movies, particularly in "Almost Famous."  