Social Roles of Child Sexual Crime Faction Films: Text Mining Analysis of Audiences' Emotional Reactions

아동·청소년 대상 성범죄 팩션영화의 사회적 역할 탐색: 텍스트 마이닝 기법을 활용한 수용자 감정반응 분석

  • Kim, Ho-Kyung (Healthcare Media Research Institute, Hallym University) ;
  • Kwon, Ki-Seok (Department of Public Policy, Hanbat National University)
  • 김호경 (한림대학교 헬스케어미디어연구소) ;
  • 권기석 (한밭대학교 공공행정학과)
  • Received : 2017.02.20
  • Accepted : 2017.06.09
  • Published : 2017.06.30


Child sexual crimes have increased, but there has been no effective plan to combat this. Films reporting problems, amplify the attentions and propose countermeasures, which leads to changes. The current study examined the audiences' reactions to child sexual crime faction films using text-mining. The analysis of Naver's 2,727 blogs showed realistic words while 3,000 review comments' analysis demonstrated emotional responses. The positive and negative emotional category and degree were also different. In , the higher degree of negative emotions, such as 'angry' and 'unpleasant' appeared frequently. In , only negative emotional worlds were used. On the other hand, 'sad' was the highest ranked word, and the negative level was weak. In , 'good' a positive emotional word solely emerged. The audiences perceived the accidents objectively before release while they expressed their emotions and feelings after watching the movies. caused explosive anger and organized the participating citizens for changes. This movie provided an opportunity to enforce a legislative bill intensifying heavy punishments. The present study is significant in scrutinizing the audiences' diverse emotional reactions and discusses the future direction of society prosecution movies. Based on the text analysis of the audiences' linguistic expressions, a future study will be needed to hierarchically classify the diverse emotional expressions.


Audiences' Emotional Reactions;Child Sexual Crime;Faction Film;Text Mining


Supported by : 한국연구재단


  1. E. K. Bae., "Serial Murders and Movies: The Social Enjoyment of Women's Fear and Anxiety", Korean Social History Association, 88, 115-148, 2010.
  2. K. S. Kim., & J. H. Jung., "Analysis Study on Successful Hit Elements of Faction Film, Gwang-hae: The Man Who Became King", Journal of the Korea Contents Association, 15(6), 179-190, 2015. DOI:
  3. M. S. Kim., H. S. Han., & G. Kim., "Study on the Media Phenomenon and Social & Political Discourse in 2000s Korean Public Movie", Catoon & Animation Studies, 42, 125-150, 2016. DOI:
  4. D. H. Han., "Faction Contents' Practical Study for Korea Film Production's Variety", Journal of the Korea Contents Association, 9(2), 193-202, 2009. DOI:
  5. J. S. Kang., "A thought on the Effect of Movies on Real Cases: and <2 Doors>", Cultural Sciences, 71, 179-207, 2012.
  6. W. G. Ghe., "Representation Strategy for Participatory Spectatorship in Silence", Journal of the Korea Contents Association. 14(9), 85-92, 2014. DOI:
  7. M. Jeong., "A Study on the Genre Structure and Sociality of Korean Teen Films in 2010s", The association of Korean Cultural Studies, 49, 595-635, 2015.
  8. J. G. Jo., & S. H. Jung., "A Study on the Status and Improvement of Supporting Sex Education for Children with Disabilities", Korean Society for the Emotional & Behavioral Disorders, 31(4), 335-357, 2015.
  9. Y. J. Jung., "A 20s Sexual Abuse of a feeble-minded girl after online dating", Munhwa Ilbo, 2013.2.20.
  10. G. D. Cho., & H. W. Cho., "A Study on Bullying in Movies and the Role of Correctional Welfare: Focusing on move Elegant Lie", Journal of Welfare for The Correction, 34, 225-252, 2014.
  11. B. T., Ahn, "Analysis of Visual Characteristic of Directing For Dramatic Narrative: Focusing on Composition Technique of ", Journal of the Korea Contents Association, 12(9), 68-79, 2012. DOI:
  12. S. W. Jung., & Y. I. Ahn., "A Study on Gender Biased Perception of Han Gong-ju", Contemporary Film Research, 22, 359-386, 2015.
  13. S. J. Bae., " and ", FILM STUDIES, 55, 227-262, 2013.
  14. D. H. Lee., & Y. J. Im., "The causes of sexual offenses consistently target women with disabilities:A analysis through the Film ", Korean Association of Addiction Crime Review, 5(2), 75-100, 2015.
  15. O. J. Lee., S. B. Park., D. Chung., & E. S. You., "Movie Box-office Analysis using Social Big Data", Journal of the Korea Contents Association, 14(10), 527-538, 2014. DOI:
  16. Y. M. Hwang., J. T. Park., I. Y. Moon., K. S. Kim., & O. Y. Kwon., "The Box-office Success Factors of Films Utilizing Big Data-Focus on Laugh and Tear of Film Factors", The Journal of Korea Information and Communication Society, 20(6), 1087-1095, 2016. DOI:
  17. J. S. Han., & J. H. Yoon., "Activation Strategies of the 20th BIFF using Social Big Data Text Mining Analysis." Journal of Tourism Sciences, 40(1), 133-145, 2016. DOI:
  18. Y. Jin., J. Kim., & J. Kim, "Product Community Analysis Using Opinion Mining and Network Analysis: Movie Performance Prediction Case", Journal of Intelligence and Information Systems, 20(1), 49-65, 2014.
  19. J. Y. Park., & B. S. Chon., "A Structural Analysis of the Movie Reviews", Journal of the Korea Contents Association, 14(5), 85-94, 2014. DOI:
  20. D. C. Park., "Visual Agenda-Setting Effect of Television News: Mainly on Environmental News", Journal of the Korea Contents Association, 11(1), 72-82, 2011. DOI:
  21. McCombs, M. E., & Shaw, D. L., "The agenda-setting function of the mass media", Public Opinion Quarterly, 36(2), 176-187, 1972. DOI:
  22. H. K. Kim., K. S. Kwon., & S. H. Seo., " Characteristics of Entertainment Program Subtitles and Effects on the Audience's Perception: Text Analysis of JTBC ", Journal of the Korea Contents Association, 16(3), 232-246, 2016. DOI:
  23. Bordwell, D., & Thompson, K., Film art: An introduction. International Edition, University of Wisconsin, 1993.
  24. Taylor, R., Film Propaganda: Soviet Russia and Nazi Germany. IB Tauris, 1998.
  25. W. G. Ghe., "Prostitution and Social Power in Korean Independent Documentary ", Journal of the Korea Contents Association, 16(4), 241-249, 2016. DOI:
  26. H. K. Jeong., "Uberlegungen zum Merkmal und Status des fiktionalen Textes", Koreanische Zeitschrift fuer Germanistik , 43(1), 271-290, 2002.
  27. H. B. Shim., "A Study of the Role of a Teacher''s Questioning During the Picture Book Reading Process: Focus on Fiction and Nonfiction", Journal of Children's Literature and Education, 15(2), 1-28, 2014.
  28. H. J. Hwang., "Director Jin Pyo Park's : Disharmony between Faction Films and Facts", Performing Arts & Film Review, 56, 216-222, 2007.
  29. B. S. Choi., "Comparative Analysis of History Film Viewers' Evaluation: Written History vs. Unwritten History ", Journal of the Korea Contents Associaition, 16(2), 525-536, 2016. DOI:
  30. Y. J. Hong., & J. S. Hwang., "Social Media vs. Mass Media in the Policy Agenda-setting Process: The Case of the Gwangju Inhwa School Incident", Broadcasting & Communication, 16(1), 115-151, 2015.
  31. H. K. Kim., H. Kang., & S. Kim., Comments based on the Analysis of Faction Movies on Child Sexual Abuse: Language Network Analysis of Dogani, Sowon, and Han Gong-Ju, Proceedings of Korea Health Communication Association Conference, 54-65, 2016.
  32. K. S. Lee., "A Study on Expression Method of Suspense in Restricted Space: Focused on Movies and <127 Hours>", Journal of the Korea Contents Association, 16(6), 103-113, 2016. DOI:
  33. Grodal, T., Moving pictures: A new theory of film genres, feelings, and cognition, Clarendon Press, 1999. DOI:
  34. Tan, E. S., Emotion and the structure of narrative film: Film as an emotion machine, Routledge, 2013.
  35. M. J. Kim., & J. H. Kim., "User's Emotion Modeling on Dynamic Narrative Structure: towards of Film and Game", Journal of the Korea Contents Association, 12(11), 103-111, 2012. DOI:
  36. Davis, M. H., Jay, G. H., Young, R. D., & Warren, G. G., "Emotional reactions to dramatic film stimuli", Journal of Personality and Social Psychology, 52(1), 126-133, 1987. DOI:
  37. K. A. Kim., "Our Twisted Self-portrait: A study on the storytelling of by Lee, Su-Jin", Journal of Korean Society of Media & Arts, 13(3), 69-85, 2015.
  38. J. C. Moon., ": Han Gong-ju: eye, shame, and ethics", Contemporary Film Research, 20, 155-171, 2015.
  39. J. S. Hwang., "Rethinking the so-called "Dogani Law" as an Incomplete Project", female theory, 26, 266-276, 2012.
  40. C. W. Pyo., "A search for measures of Criminal Justice to prevent sex offences against children", Korean Journal of Criminology, 21(2), 9-31, 2009.
  41. I. Ryu., "Another Miryang Group Sexual Assault Case... Court "No Mercy Even Agreement", Kyunghyang Shinmun, 2014.4.30.
  42. S. J. Lee., "Consideration for Problems of Police Investigation Through Suit of the State Tort Liability Act", The Yonsei Law Review, 18(1), 295-314, 2008.
  43. H. M. Lee., "Watchya, A Promising Korean Monthly-fee VOD Based on Massive Review Comments", Herald Economy, 2016.2.18.
  44. T. H. Park., & C. Lee., "Watchya, a personalized movie recommendation service by Programs", Journal of KIISE, 32(7), 60-62, 2014.
  45. J. W. Rhee., H. J. Song., E. K. Na., & H. S. Kim., "Classification of Emotion Terms in Korea", Korean Journal of Journalism & Communication Studies, 52(1), 85-116, 2008.
  46. Shaver, J., Schwartz, D., Kirson, D., & O'Conner, C., "Emotion knowledge: Further exploration of a prototype approach", Journal of Personality and Social Psychology, 52(6), 1061-1086, 1987. DOI:
  47. Y. H. Lee., & J. W. Jeong., "A Study on the Analysis of Emotion-expressing Vocabulary for Realtime Conversion of Avatar's Countenances", Journal of Design, 17(2), 199-208, 2004.
  48. D. K. Yoon., M. Lee., M. H. Chang., J. S. Joo., & H. J. Song., Analysis of Sex Crime Trends Against Children and the Youth in 2015: With Focus on Sex Offenders Registered in 2014, Korean Women's Development Institute, 2015.
  49. H. U. Choung., "Status of Child Sexual Abuse Related Legislation and Challenges", Legal Theory and Practice, 3(2), 143-169, 2015.
  50. Gerbner, G., & Gross, L., "Living with television: The violence profile", Journal of Communication, 26(2), 172-199, 1976. DOI:
  51. Romer, D., Jamieson, K. H., & Aday, S., "Television news and the cultivation of fear of crime", Journal of Communication, 53(1), 88-104, 2003. DOI:
  52. H. J. Woo., & S. B. Kim., "An Experimental Study to the Desensitization of Media Violence", Korean Journal of Broadcasting and Telecommunication Studies, 20(5), 187-219, 2006.