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 803:Walking and Talking (Genres: Comedy, Drama, Romance; Language: en; Overview: Amelia faces challenges with friends' support and brief romance.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.), Movie 1295:The Unbearable Lightness of Being (Genres: Comedy, Romance; Language: en; Overview: Surgeon Tomas pursues Tereza, navigating love and infidelity during upheaval.), Movie 1376:Star Trek IV: The Voyage Home (Genres: Science Fiction, Adventure; Language: en; Overview: Kirk and crew face alien threat while returning to Earth.), Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.), Movie 1730:Kundun (Genres: Drama; Language: en; Overview: Dalai Lama, 'Kundun', escaped Tibet in 1959, lives in exile.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 2276:A Soldier's Daughter Never Cries (Genres: Drama; Language: it; Overview: Family struggles with identity, alcoholism, sexuality, and outsider status.), Movie 3111:Places in the Heart (Genres: Drama, Family; Language: en; Overview: Widow and family struggle to run cotton farm with friends.)
  There are 10 Candidates for recommendation: Movie 2725:Twin Falls Idaho (Genres: Drama, Romance; Language: en; Overview: Siamese twins' lives change with a girl; separation brings challenges.),, Movie 2053:Honey I Blew Up the Kid (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Wayne Szalinski's growth machine accidentally zaps his son and bunny.),, Movie 839:The Crow: City of Angels (Genres: Action, Fantasy, Thriller; Language: en; Overview: Murdered father returns to avenge son against Judah's men.),, Movie 232:Eat Drink Man Woman (Genres: Comedy, Drama, Romance; Language: zh; Overview: Retired chef's daughters navigate love in modern Taipei, Taiwan.),, Movie 3358:Defending Your Life (Genres: Fantasy, Drama, Comedy; Language: en; Overview: In an afterlife, people prove worth by demonstrating courage in court.),, Movie 2442:Hilary and Jackie (Genres: Music, Drama; Language: en; Overview: Jacqueline du Pré's tragic life seen through sister Hilary's perspective.),, Movie 2610:Three Seasons (Genres: Drama, Foreign; Language: en; Overview: Triumph over adversity, nostalgia, and urban culture's westernization explored.),, Movie 3099:Shampoo (Genres: Comedy, Drama, Romance; Language: en; Overview: Beverly Hills hairstylist's ambitions hindered by reckless romantic entanglements.),, Movie 3521:Mystery Train (Genres: Crime, Drama, Comedy; Language: en; Overview: Three stories intertwine through a Memphis hotel and Elvis's spirit.), Movie 1913:Picnic at Hanging Rock (Genres: Thriller, Drama, Mystery; Language: en; Overview: Girls vanish mysteriously during a picnic at Hanging Rock.),
  
  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 2725 - Reason: This film explores themes of romance and personal challenges, resonating with the user's appreciation for character-driven stories seen in titles like "Walking and Talking" and "The Unbearable Lightness of Being."  
  Rank 2: Movie 3099 - Reason: The blend of comedy and romance mirrors the user's taste for light-hearted yet meaningful narratives, similar to "Walking and Talking."  
  Rank 3: Movie 2610 - Reason: The dramatic exploration of nostalgia and urban culture aligns with the user's interest in profound storytelling, as seen in "Cinema Paradiso."  
  Rank 4: Movie 232 - Reason: This movie's focus on familial relationships and romantic entanglements connects with the user's enjoyment of heartfelt dramas like "Places in the Heart."  
  Rank 5: Movie 2053 - Reason: The comedic and adventurous elements in this family-friendly film resonate with the user's lighter viewing preferences, complementing their history with films like "Raiders of the Lost Ark."  
  Rank 6: Movie 3358 - Reason: The unique premise of proving worth in the afterlife combines fantasy and drama, appealing to the user's taste for innovative storytelling, as displayed in their interest in "Pi."  
  Rank 7: Movie 839 - Reason: The action and fantasy elements might captivate the user's adventurous spirit, reflecting their enjoyment of "Raiders of the Lost Ark."  
  Rank 8: Movie 3521 - Reason: This film's intertwining stories and elements of crime and drama align with the user's preference for complex narratives, similar to "Pi."  
  Rank 9: Movie 2442 - Reason: The dramatic focus on personal relationships and the music theme resonate with the user's appreciation for character-driven stories like "Kundun."  
  Rank 10: Movie 1913 - Reason: The mystery and thriller aspects keep the viewer engaged, appealing to the user's taste for suspenseful narratives, akin to "Pi."
rejected: Rank 1: Movie 839 - Reason: The action and fantasy elements might captivate the user's adventurous spirit, reflecting their enjoyment of "Raiders of the Lost Ark."  
  Rank 2: Movie 3521 - Reason: This film's intertwining stories and elements of crime and drama align with the user's preference for complex narratives, similar to "Pi."  
  Rank 3: Movie 2610 - Reason: The dramatic exploration of nostalgia and urban culture aligns with the user's interest in profound storytelling, as seen in "Cinema Paradiso."  
  Rank 4: Movie 3358 - Reason: The unique premise of proving worth in the afterlife combines fantasy and drama, appealing to the user's taste for innovative storytelling, as displayed in their interest in "Pi."  
  Rank 5: Movie 3099 - Reason: The blend of comedy and romance mirrors the user's taste for light-hearted yet meaningful narratives, similar to "Walking and Talking."  
  Rank 6: Movie 2442 - Reason: The dramatic focus on personal relationships and the music theme resonate with the user's appreciation for character-driven stories like "Kundun."  
  Rank 7: Movie 2725 - Reason: This film explores themes of romance and personal challenges, resonating with the user's appreciation for character-driven stories seen in titles like "Walking and Talking" and "The Unbearable Lightness of Being."  
  Rank 8: Movie 1913 - Reason: The mystery and thriller aspects keep the viewer engaged, appealing to the user's taste for suspenseful narratives, akin to "Pi."
  Rank 9: Movie 232 - Reason: This movie's focus on familial relationships and romantic entanglements connects with the user's enjoyment of heartfelt dramas like "Places in the Heart."  
  Rank 10: Movie 2053 - Reason: The comedic and adventurous elements in this family-friendly film resonate with the user's lighter viewing preferences, complementing their history with films like "Raiders of the Lost Ark."  