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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

Abstract

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.

Keywords

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

Acknowledgement

Supported by : 한국연구재단

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