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 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.), Movie 708:The Truth About Cats & Dogs (Genres: Comedy, Romance; Language: en; Overview: Veterinarian asks model friend to impersonate her for handsome man.), Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.), Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 1727:The Horse Whisperer (Genres: Drama, Romance; Language: en; Overview: Robert Redford directs and stars in healing family drama.), Movie 2433:A Civil Action (Genres: Drama; Language: pt; Overview: Cynical lawyer becomes obsessed with a potentially lucrative case.), Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.)
  There are 10 Candidates for recommendation: Movie 2906:Random Hearts (Genres: Drama, Romance; Language: en; Overview: Two grieving spouses uncover affair details after tragic plane crash.),, Movie 2699:Arachnophobia (Genres: Comedy, Horror; Language: en; Overview: Deadly spider offspring terrorize California town; doctors and exterminator unite.),, Movie 1684:Mrs. Dalloway (Genres: Drama, Romance; Language: en; Overview: Clarissa Dalloway plans a party while reflecting on her past.),, Movie 2799:Problem Child 2 (Genres: Comedy; Language: en; Overview: Junior sabotages his father's dates while adjusting to new life.),, Movie 1935:How Green Was My Valley (Genres: Drama; Language: en; Overview: Welsh mining family's hopes for a better life; sentimental atmosphere.),, Movie 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.),, Movie 2581:Never Been Kissed (Genres: Romance, Comedy, Drama; Language: en; Overview: Josie poses as a student, falls for her English teacher.),, Movie 2797:Big (Genres: Fantasy, Drama, Comedy, Romance, Family; Language: en; Overview: Boy wishes to be big, wakes up as adult overnight.),, Movie 3804:H.O.T.S. (Genres: Comedy; Language: en; Overview: Four girls create their own sorority to attract campus men.), Movie 2610:Three Seasons (Genres: Drama, Foreign; Language: en; Overview: Triumph over adversity, nostalgia, and urban culture's westernization explored.),
  
  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 2581 - Reason: The romantic storyline involving a teacher and student resonates with the user's interest in dramas and romantic comedies like "The Truth About Cats & Dogs."  
  Rank 2: Movie 3804 - Reason: This comedy about sorority life aligns with the user's enjoyment of light-hearted films, reflecting the comedic tones found in "Jerry Maguire" and "The Truman Show."  
  Rank 3: Movie 2610 - Reason: The themes of triumph over adversity and nostalgia connect with the user's appreciation for deep, character-driven dramas like "Good Will Hunting" and "Ulee's Gold."  
  Rank 4: Movie 2906 - Reason: The exploration of grief and romance mirrors the emotional depth found in films like "The Horse Whisperer" and "Jerry Maguire."  
  Rank 5: Movie 337 - Reason: The family's dynamics and romantic undertones in this film resonate with the user's interest in heartfelt dramas like "The Horse Whisperer."  
  Rank 6: Movie 2797 - Reason: The fantasy element combined with comedy and romance appeals to the user's enjoyment of whimsical narratives as seen in "The Truman Show."  
  Rank 7: Movie 1684 - Reason: The reflective nature of this drama aligns with the user's appreciation for character introspection found in "Good Will Hunting."  
  Rank 8: Movie 1935 - Reason: The sentimental atmosphere and focus on family aspirations resonate with the user's interest in heartfelt dramas like "A Civil Action."  
  Rank 9: Movie 2699 - Reason: This horror-comedy offers a mix of humor and suspense, appealing to the user's enjoyment of varied genres like "The Sixth Sense."  
  Rank 10: Movie 2799 - Reason: The comedic mischief in this film aligns with the user's enjoyment of light-hearted and family-oriented comedies like "The Truth About Cats & Dogs."
rejected: Rank 1: Movie 2797 - Reason: The fantasy element combined with comedy and romance appeals to the user's enjoyment of whimsical narratives as seen in "The Truman Show."  
  Rank 2: Movie 2610 - Reason: The themes of triumph over adversity and nostalgia connect with the user's appreciation for deep, character-driven dramas like "Good Will Hunting" and "Ulee's Gold."  
  Rank 3: Movie 2699 - Reason: This horror-comedy offers a mix of humor and suspense, appealing to the user's enjoyment of varied genres like "The Sixth Sense."  
  Rank 4: Movie 2581 - Reason: The romantic storyline involving a teacher and student resonates with the user's interest in dramas and romantic comedies like "The Truth About Cats & Dogs."  
  Rank 5: Movie 2906 - Reason: The exploration of grief and romance mirrors the emotional depth found in films like "The Horse Whisperer" and "Jerry Maguire."  
  Rank 6: Movie 3804 - Reason: This comedy about sorority life aligns with the user's enjoyment of light-hearted films, reflecting the comedic tones found in "Jerry Maguire" and "The Truman Show."  
  Rank 7: Movie 1684 - Reason: The reflective nature of this drama aligns with the user's appreciation for character introspection found in "Good Will Hunting."  
  Rank 8: Movie 337 - Reason: The family's dynamics and romantic undertones in this film resonate with the user's interest in heartfelt dramas like "The Horse Whisperer."  
  Rank 9: Movie 1935 - Reason: The sentimental atmosphere and focus on family aspirations resonate with the user's interest in heartfelt dramas like "A Civil Action."  
  Rank 10: Movie 2799 - Reason: The comedic mischief in this film aligns with the user's enjoyment of light-hearted and family-oriented comedies like "The Truth About Cats & Dogs."