Journal of Digital Convergence (디지털융복합연구)

The Society of Digital Policy and Management (한국디지털정책학회)
권호 표지
DOI QR코드

DOI QR Code

The Analysis on Sport Emotion Type by Sport Game Characteristics: with Social Big-Data

스포츠 경기의 특성에 따른 스포츠 감정 유형 분석 : 소셜 빅데이터를 중심으로

  • 김영미 (서원대학교 레저스포츠학과) ;
  • 양재식 (서원대학교 레저스포츠학과)
  • Received : 2021.04.30
  • Accepted : 2021.07.20
  • Published : 2021.07.28
Download PDF
⟨ Previous Next ⟩

Abstract

This study tried to analyze the types of sport emotion by sport game characteristics. For that, 7 soccer games and 6 baseball games of Korean team in 2018 Asian Games were selected, and the articles and their replies about those on social network services were collected as study materials. Python was used for the collecting and expert group meeting was held for the emotion analysis. As the results of the analysis on sport emotion types by win or lose, the level of opponents and the performance of Korean team as game characteristics, the following conclusions were drawn. First, it was hard to say that win or lose and opponent's level make certain sport emotion type. Second, The performance could made contended, enthusiastic and joyful emotions when judged good, but frustrated, angry, humiliated emotions when bad. Third, social·cultural background or certain event of the games also could effect on the sport emotion types. Follow-up studies with the other game characteristics and more game cases were needed to find out more clear causal relationship.

본 연구는 스포츠 경기의 특성에 따른 스포츠 감정 유형을 분석하였다. 이를 위해 2018년 아시안게임 중, 대한민국 대표팀이 출전한 축구 7경기, 야구 6경기를 선정한 후, 이에 대한 소셜 네트워크 서비스 상 기사와 그 댓글을 조사대상으로 선정하였다. Python을 이용하여 수집된 댓글은 전문가 회의를 통해 해당 감정을 분석하였다. 스포츠 경기의 승패, 상대 팀의 수준 및 대한민국 대표팀의 경기력에 따른 스포츠 감정을 분석한 결과, 첫째, 승패와 상대 팀 수준은 특정한 유형의 스포츠 감정을 형성한다고 보기 어려웠다. 둘째, 스포츠 경기의 경기력은 좋다는 평가를 받을 경우 만족, 열광, 기쁨 등의 긍정적 감정을, 나쁘다는 평가를 받을 경우 실망, 분노, 창피의 부정적 감정을 형성하였다. 셋째, 스포츠 경기와 연관된 사회·문화적 배경이나 해당 경기의 특정한 사건 또한 스포츠 감정의 유형에 영향을 미쳤다. 추후, 본 연구에서 다루지 못한 다양한 스포츠 경기의 특성을 추가하여 보다 많은 스포츠 경기를 대상으로 분석하는 연구가 필요할 것이다.

Keywords

Acknowledgement

This work was supported by the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea(NRF-2018S1A5B5A07073546).

References

  1. E. Cashmore & J. Y. Jeong. (2010). Making sense of sports. Paju : Hanul.
  2. J. K. Lee, S. B. Kang & J. S. Yang. (2019). Characteristics of Collective Expression of Aggression by Sport Situation Factors : Focusing on the Articles and Replies on International Games. Journal of the Korea Convergence Society, 10(12), 345-352. DOI : 10.15207/JKCS.2019.10.12.345
  3. J. K. Lee, K. J. Lee & J. S. Yang. (2019). Analysis of a Causal Relationship between Collective Emotion and Behavior to Sport Issues in SNS. Journal of Convergence for Information Technology, 9(2), 165-171. DOI : 10.22156/CS4SMB.2019.9.2.165
  4. J. K. Lee, K. J. Lee & J. S. Yang. (2018). A Time-Series Analysis for Emotional Dynamics of Sport Issue and Group Emotion : Focusing on Korean Swimming Player Tae-Hwan Park. Journal of Digital Convergence, 16(8), 393-400. DOI : 10.14400/JDC.2018.16.8.393
  5. W. M. Lee & H. J. Chung. (2017). The Public Emotions: Doping of Illegal Drugs by the Olympic Swimming Star Park Tae Hwan. Korean Society for the Sociology of Sport, 30(2), 67-81. DOI : 10.22173/jksss.2017.30.2.67
  6. C. T. Son & H. S. Youn. (2011). Investigation into Positive Functions of Sports Nationalism Compatible with Globalization. Korean journal of physical education, 50(3), 37-44.
  7. J. K. Lee, K. J. Lee & J. S. Yang. (2018). Nationalism and Globalization Tendency in Sport Emotion of Korean : Focusing on 2016 Brazil Olympic Games. Journal of Digital Convergence, 16(8), 341-349. DOI : 10.14400/JDC.2018.16.8.341
  8. R. Collins. (2004). Interaction Ritual Chains. Princeton : Princeton University Press.
  9. J. Barbalet. (2008). Weber, Passion and Profit. Cambridge : Cambridge University Press.
  10. H. S. Park & S. N. Joung. (2009). Toward the Macro-sociology of Emotions. Society and Theory, 15(2), 195-234. https://doi.org/10.17209/st.2009.11.15.195
  11. K. T. Kim.. (2007). Structural Relationships between Sport Consumption Emotion, Customer Satisfaction, and Attitudes. Korean Journal of Sport Management, 12(1), 1-13.
  12. H. J. Park & H. S. Yoo. (2010). Emotional experiences of baseball fans at winning and losing games: An fMRI approach. Korean Journal of Cognitive Science, 21(3), 429-446. DOI : 10.19066/cogsci.2010.21.3.002
  13. H. J. Chung & M. J. Kim. (2011). The Evolution of Sport Nationalism: Birth of Capitalistic Nationalism. Korean Society for the Sociology of Sport, 24(4), 101-115. DOI : 10.22173/jksss.2011.24.4.101
  14. K. T. Kim. (2007). A Comprehensive Review of Emotion in The Sport Consumption Situation. Sport Science Review, 1(2), 59-79.
  15. J. H. Hwang. (2013). A Cognitive Approach to the Emotion in Sport. Philosophy of Movement, 21(3), 43-56.
  16. J. K. Lee, K. J. Lee & J. S. Yang. (2019). Analysis of Emotions of Anti-Korea and Anti-Japan in International Soccer Games of Korea vs. Japan. Journal of Digital Convergence, 17(2), 463-473. DOI : 10.14400/JDC.2019.17.2.463
  17. J. H. Hwang. (2018). Sport in The Fourth Industrial Revolution and Emotion. Philosophy of Movement, 26(3), 7-18. DOI : 10.31694/PM.2018.09.26.3.001