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 1:Toy Story (Genres: Animation, Comedy, Family; Language: en; Overview: Woody and Buzz overcome rivalry to reunite with Andy.), Movie 52:Mighty Aphrodite (Genres: Comedy, Romance; Language: en; Overview: Father seeks son's mother, aiming to reform her lifestyle.), Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.), Movie 1041:Secrets & Lies (Genres: Drama; Language: en; Overview: A mother confronts her past when her daughter seeks her.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1923:There's Something About Mary (Genres: Romance, Comedy; Language: en; Overview: Man reunites with disastrous prom date, faces competition from suitors.), Movie 2076:Blue Velvet (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Severed ear sparks investigation into kidnapped singer's child and criminals.), Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.)
  There are 10 Candidates for recommendation: Movie 2377:Lifeforce (Genres: Fantasy, Horror, Science Fiction, Thriller; Language: en; Overview: Space vampires from Halley's Comet turn Londoners into zombies.),, Movie 1465:Rosewood (Genres: Drama, History; Language: en; Overview: Vigilantes destroy a Florida town following a white woman's lie.),, Movie 936:Ninotchka (Genres: Comedy, Romance; Language: en; Overview: Russian woman in Paris faces unexpected attraction to opposing man.),, Movie 3020:Falling Down (Genres: Crime, Drama, Thriller; Language: en; Overview: Frustrated father’s breakdown leads to violent outbursts against society.), Movie 2638:The Mummy's Tomb (Genres: Drama, Fantasy, Horror, Mystery, Thriller; Language: en; Overview: High priest and mummy seek revenge on tomb desecrators in America.),, Movie 1694:The Apostle (Genres: Drama; Language: en; Overview: Preacher changes name, moves to Louisiana, starts radio preaching.),, Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.),, Movie 2892:New Rose Hotel (Genres: Drama, Science Fiction, Mystery; Language: en; Overview: Corporate raider and henchman manipulate chanteuse to steal genius.),, Movie 2733:Vibes (Genres: Romance, Action, Comedy; Language: en; Overview: Medium and psychometrist seek lost son, uncover secrets, find love.),, Movie 2750:Radio Days (Genres: Comedy, Drama; Language: en; Overview: Narrator reflects on radio's impact during childhood in 1930s-1940s.),
  
  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 2638 - Reason: This movie blends horror and thriller elements with a revenge plot, appealing to the user's interest in intense and dramatic narratives like "The Shining" and "Reservoir Dogs."  
  Rank 2: Movie 936 - Reason: The romantic comedy aspect resonates with the user's enjoyment of films like "There's Something About Mary" and "Mighty Aphrodite," which feature similar themes of love and attraction.  
  Rank 3: Movie 2377 - Reason: The inclusion of fantasy and horror elements, along with a thrilling storyline, aligns with the user's preferences for complex narratives, as seen in "Trainspotting" and "The Shining."  
  Rank 4: Movie 2733 - Reason: The romantic and action elements combined with a storyline of uncovering secrets appeal to the user's interest in romantic comedies and dramas, similar to "Secrets & Lies."  
  Rank 5: Movie 1465 - Reason: This historical drama about societal issues connects with the user's interest in serious themes as seen in "Trainspotting" and "Falling Down."  
  Rank 6: Movie 3020 - Reason: The crime and drama aspects, along with a protagonist experiencing a breakdown, resonate with the user's taste for intense emotional narratives found in "Trainspotting."  
  Rank 7: Movie 2892 - Reason: The mix of drama, science fiction, and mystery aligns with the user's interest in thought-provoking films, akin to "Reservoir Dogs" and "Blue Velvet."  
  Rank 8: Movie 2750 - Reason: This film's nostalgic reflection on childhood and its comedic elements resonate with the user's enjoyment of lighter, humorous stories like "Animal House."  
  Rank 9: Movie 2997 - Reason: The film's exploration of identity and fantasy connects with the user's appreciation for unique storytelling found in "The Graduate" and "Being John Malkovich."  
  Rank 10: Movie 1694 - Reason: The dramatic themes of personal transformation and faith align with the user's interest in deep, character-driven narratives, similar to "Secrets & Lies."
rejected: Rank 1: Movie 3020 - Reason: The crime and drama aspects, along with a protagonist experiencing a breakdown, resonate with the user's taste for intense emotional narratives found in "Trainspotting."  
  Rank 2: Movie 2892 - Reason: The mix of drama, science fiction, and mystery aligns with the user's interest in thought-provoking films, akin to "Reservoir Dogs" and "Blue Velvet."  
  Rank 3: Movie 2377 - Reason: The inclusion of fantasy and horror elements, along with a thrilling storyline, aligns with the user's preferences for complex narratives, as seen in "Trainspotting" and "The Shining."  
  Rank 4: Movie 936 - Reason: The romantic comedy aspect resonates with the user's enjoyment of films like "There's Something About Mary" and "Mighty Aphrodite," which feature similar themes of love and attraction.  
  Rank 5: Movie 2750 - Reason: This film's nostalgic reflection on childhood and its comedic elements resonate with the user's enjoyment of lighter, humorous stories like "Animal House."  
  Rank 6: Movie 2733 - Reason: The romantic and action elements combined with a storyline of uncovering secrets appeal to the user's interest in romantic comedies and dramas, similar to "Secrets & Lies."  
  Rank 7: Movie 2997 - Reason: The film's exploration of identity and fantasy connects with the user's appreciation for unique storytelling found in "The Graduate" and "Being John Malkovich."  
  Rank 8: Movie 1694 - Reason: The dramatic themes of personal transformation and faith align with the user's interest in deep, character-driven narratives, similar to "Secrets & Lies."
  Rank 9: Movie 2638 - Reason: This movie blends horror and thriller elements with a revenge plot, appealing to the user's interest in intense and dramatic narratives like "The Shining" and "Reservoir Dogs."  
  Rank 10: Movie 1465 - Reason: This historical drama about societal issues connects with the user's interest in serious themes as seen in "Trainspotting" and "Falling Down."  