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 951:His Girl Friday (Genres: Comedy, Drama; Language: en; Overview: Hildy announces engagement; Walter sabotages fiancé to win her back.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.), Movie 2132:Who's Afraid of Virginia Woolf? (Genres: Drama; Language: en; Overview: Nichols’ film explores marriage’s complexities with Taylor and Burton’s brilliance.), Movie 2385:Home Fries (Genres: Drama, Comedy, Romance; Language: en; Overview: Dorian pursues love amid family chaos and deadly secrets.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3091:Kagemusha (Genres: Action, Drama, History, War; Language: ja; Overview: Peasant thief impersonates dead warlord, haunted by spirit and ambitions.), Movie 3185:Snow Falling on Cedars (Genres: Drama, Romance; Language: en; Overview: Japanese-American fisherman accused of killing neighbor; race influences trial.), Movie 3700:The Brother from Another Planet (Genres: Comedy, Drama, Science Fiction; Language: en; Overview: Alien slave crashes in NYC, pursued by bounty hunters; immigrant parallels.), Movie 3800:Criminal Lovers (Genres: Horror, Thriller, Romance; Language: fr; Overview: Alice and Luc kill, get lost, and face captivity.)
  There are 10 Candidates for recommendation: Movie 2791:Airplane! (Genres: Comedy; Language: en; Overview: Alcoholic pilot faces fears to land plane amid chaos.),, Movie 2061:Full Tilt Boogie (Genres: Documentary; Language: en; Overview: Documentary explores the making of From Dusk Till Dawn.),, Movie 1002:Ed's Next Move (Genres: ; Language: en; Overview: Ed moves to NYC post-breakup, seeking love and friendship.),, Movie 2981:Brother Can You Spare A Dime (Genres: Documentary; Language: en; Overview: Nostalgic exploration of Great Depression featuring James Cagney's journey.),, Movie 3885:Love & Sex (Genres: Comedy, Drama, Romance; Language: en; Overview: Journalist reflects on relationships after editor requests new article.), Movie 3704:Mad Max Beyond Thunderdome (Genres: Action, Adventure, Science Fiction; Language: en; Overview: Mad Max, exiled, saves children in a decadent society.),, Movie 905:It Happened One Night (Genres: Comedy, Romance; Language: en; Overview: Ellie escapes marriage, teams up with reporter for return journey.),, Movie 158:Casper (Genres: Fantasy, Comedy, Family; Language: en; Overview: Carrigan seeks treasure; ghosts and Casper complicate her plans.),, Movie 3043:Meatballs 4 (Genres: Comedy; Language: en; Overview: Ricky competes to save his financially troubled water-ski camp.),, Movie 2125:Ever After: A Cinderella Story (Genres: Drama, Romance, Comedy; Language: en; Overview: Danielle: a charming, book-loving tomboy who captivates a prince.),
  
  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 158 - Reason: This movie blends fantasy and comedy, appealing to the user's enjoyment of light-hearted stories, as seen in their preference for comedies like "His Girl Friday" and "Home Fries."  
  Rank 2: Movie 1002 - Reason: The theme of seeking love and friendship after a breakup resonates with the user's interest in romantic narratives, similar to "The Graduate" and "Home Fries."  
  Rank 3: Movie 2125 - Reason: This film combines drama and romance with a fairy tale twist, aligning well with the user's appreciation for romantic stories, as demonstrated by "Being John Malkovich" and "Snow Falling on Cedars."  
  Rank 4: Movie 3885 - Reason: The introspective look at relationships and the blend of comedy and drama matches the user's interest in complex narratives, akin to "Who's Afraid of Virginia Woolf?"  
  Rank 5: Movie 2981 - Reason: This documentary's nostalgic exploration connects with the user's taste for thought-provoking narratives, similar to the depth found in "The Graduate."  
  Rank 6: Movie 3704 - Reason: The action and adventure elements in a dystopian setting appeal to the user's interest in intense storytelling, reflective of "Kagemusha."  
  Rank 7: Movie 2791 - Reason: This comedy's absurdity and humor resonate with the user's enjoyment of comedies like "His Girl Friday," enhancing their viewing experience.  
  Rank 8: Movie 905 - Reason: The romantic comedy elements and the road trip theme align with the user's appreciation for light-hearted romance, similar to "Home Fries."  
  Rank 9: Movie 2061 - Reason: The behind-the-scenes documentary style appeals to the user's taste for insightful narratives, akin to the exploration seen in "Being John Malkovich."  
  Rank 10: Movie 3043 - Reason: This comedy's campy humor matches the user's enjoyment of fun, light-hearted films, reflecting their preference for comedies like "Airplane!" and "Home Fries."
rejected: Rank 1: Movie 905 - Reason: The romantic comedy elements and the road trip theme align with the user's appreciation for light-hearted romance, similar to "Home Fries."  
  Rank 2: Movie 3704 - Reason: The action and adventure elements in a dystopian setting appeal to the user's interest in intense storytelling, reflective of "Kagemusha."  
  Rank 3: Movie 3043 - Reason: This comedy's campy humor matches the user's enjoyment of fun, light-hearted films, reflecting their preference for comedies like "Airplane!" and "Home Fries."
  Rank 4: Movie 2061 - Reason: The behind-the-scenes documentary style appeals to the user's taste for insightful narratives, akin to the exploration seen in "Being John Malkovich."  
  Rank 5: Movie 158 - Reason: This movie blends fantasy and comedy, appealing to the user's enjoyment of light-hearted stories, as seen in their preference for comedies like "His Girl Friday" and "Home Fries."  
  Rank 6: Movie 2791 - Reason: This comedy's absurdity and humor resonate with the user's enjoyment of comedies like "His Girl Friday," enhancing their viewing experience.  
  Rank 7: Movie 2125 - Reason: This film combines drama and romance with a fairy tale twist, aligning well with the user's appreciation for romantic stories, as demonstrated by "Being John Malkovich" and "Snow Falling on Cedars."  
  Rank 8: Movie 2981 - Reason: This documentary's nostalgic exploration connects with the user's taste for thought-provoking narratives, similar to the depth found in "The Graduate."  
  Rank 9: Movie 3885 - Reason: The introspective look at relationships and the blend of comedy and drama matches the user's interest in complex narratives, akin to "Who's Afraid of Virginia Woolf?"  
  Rank 10: Movie 1002 - Reason: The theme of seeking love and friendship after a breakup resonates with the user's interest in romantic narratives, similar to "The Graduate" and "Home Fries."  