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 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 2005:The Goonies (Genres: Adventure, Comedy, Family; Language: en; Overview: Teenagers discover treasure map, seek One-Eyed Willie to save homes.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 2443:Playing by Heart (Genres: Drama; Language: en; Overview: Eleven people navigate relationships, love, and heartache in L.A.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 3052:Dogma (Genres: Fantasy, Comedy, Adventure; Language: en; Overview: Good and Evil clash in late 20th century New Jersey.), Movie 3174:Man on the Moon (Genres: Comedy, Drama, Romance; Language: en; Overview: Film explores the eccentric life and career of comedian Andy Kaufman.), Movie 3755:The Perfect Storm (Genres: Drama; Language: en; Overview: In October 1991, a storm sank the fishing boat Andrea Gail.), Movie 3824:Autumn in New York (Genres: Drama, Romance; Language: en; Overview: Will Keane's seduction meets its match in young Charlotte Fielding.)
  There are 10 Candidates for recommendation: Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.),, Movie 2620:This Is My Father (Genres: Drama, Romance; Language: en; Overview: Kieran discovers his true heritage and seeks answers in Ireland.),, Movie 532:Serial Mom (Genres: Comedy, Crime, Horror, Thriller; Language: en; Overview: Mom harasses neighbor; family's secrets lead to escalating violence.),, Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.),, Movie 3325:The Next Best Thing (Genres: Comedy; Language: en; Overview: Best friends have child; love complicates custody battle later.),, Movie 3534:28 Days (Genres: Comedy, Drama; Language: en; Overview: Drunk driving leads Gwen to reluctant rehab instead of prison.), Movie 2201:The Paradine Case (Genres: Drama, Crime, Thriller; Language: en; Overview: Mrs. Paradine is accused of poisoning; lawyer Anthony falls in love.),, Movie 2883:Mumford (Genres: Comedy, Drama, Romance; Language: en; Overview: Psychologist moves to Mumford, gains popularity despite questionable past.),, Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.),
  
  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 3081 - Reason: This movie combines elements of fantasy, thriller, and mystery, appealing to the user's interest in complex narratives as seen in films like "Edward Scissorhands."
  
  Rank 2: Movie 1945 - Reason: The themes of guilt and justice in a dramatic context resonate with the user's preference for intense storytelling found in movies like "The Piano."
  
  Rank 3: Movie 1704 - Reason: The psychological depth and exploration of personal potential align with the user's appreciation for character-driven dramas, similar to "Clueless."
  
  Rank 4: Movie 2620 - Reason: The romantic elements intertwined with a journey of self-discovery reflect the user's interest in dramas that explore relationships like "Playing by Heart."
  
  Rank 5: Movie 2883 - Reason: This film's blend of comedy and romance mirrors the user's enjoyment of light-hearted yet meaningful stories, akin to "Man on the Moon."
  
  Rank 6: Movie 3325 - Reason: The comedic examination of friendship and love complications aligns with the user's interest in relationship-driven narratives, similar to "Clueless."
  
  Rank 7: Movie 2201 - Reason: The mix of crime and drama with a romantic subplot resonates with the user's taste for films that combine multiple genres, as seen in "The Perfect Storm."
  
  Rank 8: Movie 3534 - Reason: The comedic yet serious theme of rehabilitation reflects the user's appreciation for stories that balance humor with deeper issues, similar to "Run Lola Run."
  
  Rank 9: Movie 532 - Reason: The blend of comedy and horror with dark undertones appeals to the user's taste for offbeat narratives, reminiscent of "Dogma."
  
  Rank 10: Movie 778 - Reason: The exploration of addiction and personal struggle in a dramatic setting aligns with the user's interest in intense and thought-provoking films like "The Piano."
rejected: Rank 1: Movie 2883 - Reason: This film's blend of comedy and romance mirrors the user's enjoyment of light-hearted yet meaningful stories, akin to "Man on the Moon."
  Rank 2: Movie 2201 - Reason: The mix of crime and drama with a romantic subplot resonates with the user's taste for films that combine multiple genres, as seen in "The Perfect Storm."
  Rank 3: Movie 1704 - Reason: The psychological depth and exploration of personal potential align with the user's appreciation for character-driven dramas, similar to "Clueless."
  Rank 4: Movie 778 - Reason: The exploration of addiction and personal struggle in a dramatic setting aligns with the user's interest in intense and thought-provoking films like "The Piano."
  Rank 5: Movie 532 - Reason: The blend of comedy and horror with dark undertones appeals to the user's taste for offbeat narratives, reminiscent of "Dogma."
  Rank 6: Movie 2620 - Reason: The romantic elements intertwined with a journey of self-discovery reflect the user's interest in dramas that explore relationships like "Playing by Heart."
  Rank 7: Movie 3534 - Reason: The comedic yet serious theme of rehabilitation reflects the user's appreciation for stories that balance humor with deeper issues, similar to "Run Lola Run."
  Rank 8: Movie 1945 - Reason: The themes of guilt and justice in a dramatic context resonate with the user's preference for intense storytelling found in movies like "The Piano."
  Rank 9: Movie 3081 - Reason: This movie combines elements of fantasy, thriller, and mystery, appealing to the user's interest in complex narratives as seen in films like "Edward Scissorhands."
  Rank 10: Movie 3325 - Reason: The comedic examination of friendship and love complications aligns with the user's interest in relationship-driven narratives, similar to "Clueless."