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 924:2001: A Space Odyssey (Genres: Science Fiction, Mystery, Adventure; Language: en; Overview: Humans discover lunar object, seeking origins with HAL 9000's help.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1300:My Life as a Dog (Genres: Drama, Comedy; Language: sv; Overview: Brothers are separated to help their ill mother rest.), Movie 1475:Kama Sutra - A Tale of Love (Genres: Drama, History, Romance; Language: en; Overview: Inseparable friends face betrayal and challenges in love and loyalty.), Movie 2064:Roger & Me (Genres: Documentary, History; Language: en; Overview: Documentary on Flint GM plant closure, job loss, and interviews.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2699:Arachnophobia (Genres: Comedy, Horror; Language: en; Overview: Deadly spider offspring terrorize California town; doctors and exterminator unite.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3704:Mad Max Beyond Thunderdome (Genres: Action, Adventure, Science Fiction; Language: en; Overview: Mad Max, exiled, saves children in a decadent society.), Movie 3819:Tampopo (Genres: Comedy; Language: ja; Overview: Truck drivers help widowed owner improve her ramen noodle shop.)
  There are 10 Candidates for recommendation: Movie 1480:Smilla's Sense of Snow (Genres: Action, Crime, Drama, Mystery, Thriller; Language: en; Overview: Smilla investigates a boy's death, uncovering corporate secrets in Greenland.),, Movie 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.),, Movie 2727:Killer's Kiss (Genres: Crime, Drama, Thriller; Language: en; Overview: Davey, a fading boxer, navigates love and violence in New York.),, Movie 3473:Jonah Who Will Be 25 in the Year 2000 (Genres: ; Language: fr; Overview: Swiss film explores 30-somethings seeking meaning on a communal farm.),, Movie 3624:Shanghai Noon (Genres: Adventure, Action, Comedy, Western; Language: en; Overview: Clumsy guard teams with outlaw to rescue kidnapped Princess Pei Pei.),, Movie 2730:Barry Lyndon (Genres: Drama, Romance, War; Language: en; Overview: Young Irish farm boy Redmond Barry loves cousin, joins army.),, Movie 372:Reality Bites (Genres: Drama; Language: en; Overview: Friends face post-collegiate challenges in life, love, and employment.),, Movie 308:Three Colors: White (Genres: Comedy, Drama, Mystery; Language: fr; Overview: Karol loses marriage, job, and country; seeks return to Poland.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 3828:Better Living (Genres: Comedy; Language: en; Overview: Comedy exploring family bonds and hope amidst hardship.)
  
  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 308 - Reason: This film blends comedy and drama with a touch of mystery, appealing to the user’s appreciation for complex narratives as seen in their history with "2001: A Space Odyssey" and "My Life as a Dog."  
  Rank 2: Movie 1196 - Reason: As a classic science fiction adventure, this movie matches the user’s taste for epic storytelling and character development, reminiscent of "2001: A Space Odyssey."  
  Rank 3: Movie 2727 - Reason: This crime drama incorporates elements of love and tension, appealing to the user's interest in deep, character-driven stories found in "The Graduate" and "Kama Sutra - A Tale of Love."  
  Rank 4: Movie 1278 - Reason: The comedic twist on classic science fiction tropes resonates with the user's appreciation for humor in thoughtful narratives, similar to "Being John Malkovich."  
  Rank 5: Movie 3624 - Reason: This adventure-comedy combines action with humor, aligning with the user’s enjoyment of lighter films like "L.A. Story" and "Arachnophobia."  
  Rank 6: Movie 372 - Reason: The exploration of post-collegiate life challenges reflects themes found in "The Graduate," appealing to the user's interest in relatable, character-focused dramas.  
  Rank 7: Movie 3828 - Reason: This comedy about family bonds fits the user’s preference for light-hearted yet meaningful narratives, akin to the warmth found in "My Life as a Dog."  
  Rank 8: Movie 2730 - Reason: This historical drama incorporates romance and war, appealing to the user’s interest in deeper narratives as seen in "Kama Sutra - A Tale of Love."  
  Rank 9: Movie 1480 - Reason: The mystery and thriller aspects resonate with the user’s appreciation for suspenseful storytelling, similar to the intrigue found in "2001: A Space Odyssey."  
  Rank 10: Movie 3473 - Reason: This film's exploration of existential themes aligns with the user’s interest in complex narratives and character introspection, similar to their favorites like "The Graduate."
rejected: Rank 1: Movie 1278 - Reason: The comedic twist on classic science fiction tropes resonates with the user's appreciation for humor in thoughtful narratives, similar to "Being John Malkovich."  
  Rank 2: Movie 3624 - Reason: This adventure-comedy combines action with humor, aligning with the user’s enjoyment of lighter films like "L.A. Story" and "Arachnophobia."  
  Rank 3: Movie 2730 - Reason: This historical drama incorporates romance and war, appealing to the user’s interest in deeper narratives as seen in "Kama Sutra - A Tale of Love."  
  Rank 4: Movie 308 - Reason: This film blends comedy and drama with a touch of mystery, appealing to the user’s appreciation for complex narratives as seen in their history with "2001: A Space Odyssey" and "My Life as a Dog."  
  Rank 5: Movie 3473 - Reason: This film's exploration of existential themes aligns with the user’s interest in complex narratives and character introspection, similar to their favorites like "The Graduate."
  Rank 6: Movie 372 - Reason: The exploration of post-collegiate life challenges reflects themes found in "The Graduate," appealing to the user's interest in relatable, character-focused dramas.  
  Rank 7: Movie 1480 - Reason: The mystery and thriller aspects resonate with the user’s appreciation for suspenseful storytelling, similar to the intrigue found in "2001: A Space Odyssey."  
  Rank 8: Movie 2727 - Reason: This crime drama incorporates elements of love and tension, appealing to the user's interest in deep, character-driven stories found in "The Graduate" and "Kama Sutra - A Tale of Love."  
  Rank 9: Movie 3828 - Reason: This comedy about family bonds fits the user’s preference for light-hearted yet meaningful narratives, akin to the warmth found in "My Life as a Dog."  
  Rank 10: Movie 1196 - Reason: As a classic science fiction adventure, this movie matches the user’s taste for epic storytelling and character development, reminiscent of "2001: A Space Odyssey."  