Journal of Digital Contents Society (디지털콘텐츠학회 논문지)

Digital Contents Society (한국디지털콘텐츠학회)
권호 표지
DOI QR코드

DOI QR Code

Analysis of Big Data by Regimes of Image Contents Field

영상콘텐츠분야 정권별 빅데이터 분석 - 상위 중심성 값의 변화를 중심으로

  • Hwang, Go-Eun (Dept. of Science of Arts, Chung-Ang University) ;
  • Moon, Shin-Jung (Dept. of Multimedia & Film, The Graduate school of Advanced Imaging Science, Chung-Ang University)
  • 황고은 (중앙대학교 예술학과) ;
  • 문신정 (중앙대학교 첨단영상대학원 영상학과)
  • Received : 2017.08.16
  • Accepted : 2017.08.31
  • Published : 2017.08.31
Download PDF
⟨ Previous Next ⟩

Abstract

The purpose of this study was to investigate the semantic network analysis to understand image contents and to examine the degree to which words, word clusters contributed to the formation of semantic map within image contents. For this research, from 1993 until 2016 the field of the image contents were collected for a total of 2,624 cases papers. The word appeared in Title analyzed the social network by using the R program of Big Data. The results were as follows: First, Research on 'education' in the field of image contents has decreased. Second, the role of 'media' in the field of image contents is changing. Finally, It is a change in the status of 'contents' in the field of image contents.

이 연구는 영상콘텐츠 분야가 정권별로 어떤 의미 구조를 형성하고 있는지 분석하기 위해 의미연결망 분석 기법을 적용했다. 연구대상은 영상콘텐츠 석박사학위논문의 초록을 대상으로, 시기는 문화산업 도입기인 1993년부터 2016년까지이다. 분석대상 단어는 정권별 최상위 출현단어인 영상, 미디어, 교육, 콘텐츠 등 4개 언어의 의미연결망을 분석하였다. 분석방법에는 빅데이터 분석기법인 텍스트 마이닝과 의미연결망 분석을 활용했고, 분석프로그램으로는 R을 사용했다. 연구결과는 다음과 같다. 첫째, '교육'에 대한 영향력 감소이다. 초기 영상콘텐츠 분야는 영상과 관련한 '교육', 어떻게 '표현'할 것인지에 대한 연구들이 많이 실시되었으나 점차 감소 추세를 보였다. 둘째, '미디어'의 역할 변화이다. 중기의 영상콘텐츠 분야는 영상을 전달하는 수단인 '미디어'에 대한 연구들이 주로 실시되었으며, 더불어 '디지털' 기술에 대한 연구들이 강세를 보였다. 마지막으로 '콘텐츠' 위상의 변화이다. 노무현 정부를 시작으로 내용물의 질에 관련한 '콘텐츠'에 대한 관심이 증대하였으며, <박근혜정부>에는 '영상'과 '콘텐츠'의 위상이 거의 동등해져 연구들이 실시되었다.

Keywords

References

  1. Y. W. Park and Y. R. Kim, "An Exploratory Study of the Research on the Arts Management in the Era of Convergence," Korean Association of Arts Management, Vol. 20, pp.53-84, November 2011.
  2. J. H. Kim, "Policy of the Korean Film Industry Cluster," The Korea Contents Associations, Vol. 9, No. 5, pp.128-136, 2009. https://doi.org/10.5392/JKCA.2009.9.5.128
  3. Future design value prediction and utilization technology development. Seoul: Korea Association of Industrial Designers. Korea Association of Industrial Designers, 1998.
  4. S. J. Han, "A Study on the Role of Ideology in the Film Supporting Policy: the Case of the Korean Film Council," Korean Journal of Policy Studies, Vol. 48, No. 2, pp.309-337, June 2010.
  5. D. Y. Won, "Characteristics of Lee Myung-bak Administration's Cultural Policy and Search for the Timely Change," Korea Humanities Content Society, Vol. 32, pp.219-245, 2014.
  6. 2013 Culture Art Policy White Paper, Ministry of Culture, Sports and Tourism, 2014.
  7. J. U. Kim, "An Exploratory Study on the Evaluation and Policy Direction of Cultural Industry Policy," International Journal of Policy Evaluation & Management, Korea: Seoul, pp.2-26, 2016.
  8. M. K. Cha, "Semantic Network Analysis of "Arts management" in Newspaper Articles - From 1990 to 2014," The Journal of cultural policy, Vol. 29, No. 2, pp. 168-200, 2015. https://doi.org/10.16937/jcp.29.2.201508.168
  9. D. R. Hwang and G. E. Hwang, "Examining of Semantic Map of Humanities Contents through Semantic Network Analysis: Published Articles in the Human Contents Association Published for the Past 13 Years," Korea Humanities Content Society, No.43, pp. 229-255, 2016.
  10. D. R. Hwang, S. J. Moon and G. E. Hwang, "Social Network Analysis of Dance Studies utilizing Big Data," Korean journal of physical education, Vol. 55, No. 1, pp.611-621, 2016.
  11. The Guide for Advanced Data Analytics Professional, 1st ed. Seoul, Korea Data Base Agency, 2014.
  12. M. S. Kang, "A Study on the Trend of Digital Watermarking Technology ," Journal of Digital Contents Society, Vol. 6, No. 2, pp. 95-99, 2005.
  13. S. K. Kong, "Expression of image contents based on property of digital signage - Focuses on the Digital Signage in Public Transport," Journal of Digital Contents Society, Vol. 16, No. 5, pp. 783-793, 2015. https://doi.org/10.9728/dcs.2015.16.5.783
  14. S. S. Park, "A preliminary study on the improvement process of clustering policy in domestic cultural content industry," The Korea Association for Cultural Economics, Vol. 19, No. 3, pp. 165-182, 2016.
  15. K. H. Kim, "A Study on the Formation and Changes of the Cultural Industry Policies," The Study of Cultural Contents, No. 2, pp. 31-68, 2012.

Cited by

  1. 키워드 빈도와 중심성 분석에 기반한 사물인터넷 국내 연구 동향 vol.20, pp.12, 2020, https://doi.org/10.5392/jkca.2020.20.12.023