Journal of Intelligence and Information Systems (지능정보연구)

Korea Intelligent Information System Society (한국지능정보시스템학회)
권호 표지
DOI QR코드

DOI QR Code

A Study on the Intelligence Information System's Research Identity Using the Keywords Profiling and Co-word Analysis

주제어 프로파일링 및 동시출현분석을 통한 지능정보시스템 연구의 정체성에 관한 연구

  • Received : 2016.10.20
  • Accepted : 2016.10.31
  • Published : 2016.12.31
Download PDF
⟨ Previous Next ⟩

Abstract

The purpose of this study is to find the research identity of the Korea Intelligent Information Systems Society through the profiling methods and co-word analysis in the most recent three-year('2014~'2016) study to collect keyword. In order to understand the research identity for intelligence information system, we need that the relative position of the study will be to compare identity by collecting keyword and research methodology of The korea Society of Management Information Systems and Korea Association of Information Systems, as well as Korea Intelligent Information Systems Society for the similar. Also, Korea Intelligent Information Systems Society is focusing on the four research areas such as artificial intelligence/data mining, Intelligent Internet, knowledge management and optimization techniques. So, we analyze research trends with a representative journals for the focusing on the four research areas. A journal of the data-related will be investigated with the keyword and research methodology in Korean Society for Big Data Service and the Korean Journal of Big Data. Through this research, we will find to research trends with research keyword in recent years and compare against the study methodology and analysis tools. Finally, it is possible to know the position and orientation of the current research trends in Korea Intelligent Information Systems Society. As a result, this study revealed a study area that Korea Intelligent Information Systems Society only be pursued through a unique reveal its legitimacy and identity. So, this research can suggest future research areas to intelligent information systems specifically. Furthermore, we will predict convergence possibility of the similar research areas and Korea Intelligent Information Systems Society in overall ecosystem perspectives.

본 연구는 한국지능정보시스템학회의 고유한 연구영역을 파악하고자 지능정보연구 학술지에 최근 3년 동안 게재된 논문들을 대상으로 키워드를 수집하여 프로파일링 기법과 동시출현빈도를 분석하였다. 이를 통하여 지능정보시스템 연구의 정통성과 정체성을 밝히는 동시에 향후 추구해야할 연구영역을 제시하고자 한다. 연구 정체성에 대한 상대적 위치를 파악하기 위하여 한국지능정보시스템학회 뿐만 아니라 유사학회에 해당하는 한국경영정보학회 그리고 한국정보시스템학회의 키워드 및 연구방법론을 수집하여 비교하였다. 또한, 한국지능정보시스템학회에서 인공지능/데이터마이닝, 지능형인터넷, 지식경영에 대한 주요 분야를 중점적으로 다루고 있음을 고려할 때 각 분야의 대표적인 학회로 한국빅데이터서비스학회 및 한국빅데이터학회, 한국인터넷전자상거래학회, 한국지식경영학회의 연구 경향을 각각 비교 분석하였다. 키워드 분석 결과만을 요약하면, 한국지능정보시스템학회는 키워드 부문에서는 텍스트마이닝, 데이터 마이닝 및 추천시스템에 집중하고 있다는 것을 알 수 있었다. 인공지능/데이터마이닝 분야에서는 빅데이터 개념 자체와 감성분석에 초점을 두고 있고, 지능형인터넷 분야에서는 SNS와 구매의도, 신뢰, 기술수용모델에 집중하고 있었다. 지식경영 분야에서는 지식관리, 지식 공유 키워드에 집중함을 발견할 수 있었다. 더 나아가 한국지능정보시스템학회 뿐만 아니라 유사 연구 분야에서 생태계 전반적 융합 가능성을 진단해 보았다.

Keywords

References

  1. Byun, W.H., K.I. Cho, K.T. Kim, and S.H. Han, "Analysis of Research Trend, Curriculum and Structure of 'General Principles of Tourism Sciences", The Tourism Sciences Society of Korea, Vol.32, No.4(2008), 35-53.
  2. Kang, B.M. and J.H. Park, "Profiling and Co-word Analysis of Teaching Korean as a Foreign Language Domain", Korea Society for information Management, Vol.30, No.4(2013), 195-213. https://doi.org/10.3743/KOSIM.2013.30.4.195
  3. Kessler, M.M., "Bibliographic Coupling Between Scientific Papers", American Documentation, Vol.14, No.1(1963), 10-25. https://doi.org/10.1002/asi.5090140103
  4. Kostoff, R.N., "Co-word analysis. In B.Bozeman, & J.Melkers (Eds.), Evaluating R&D Impacts: Methods and Practice(64-78), Boston: Kluwer Academic Publishers(1993), 63-78".
  5. Lee, H.Y., M.Y. Huh, and Y.G. Shin, "A Comparative Study on the Disciplinary Identity of Policy Studies in Korea, China, and Japan", The Korean Association for Local Government Studies, Vol.15, No.4 (2012), 253-278.
  6. Oh, J.J., "Issues on Identity and Methodology in Tourism Studies -By Examining Tourism Articles Published in Journal of Korea Photo-Geographers", The Association of Korean Photo-Geographers, Vol.24, No.1 (2014), 107-118.
  7. Small. H.G., "Co-citation in the Scientific Literature: A New Measure of the Relationship Between Two Documents", Journal of the American Society for Information Science, Vol.24, No.4(1973), 265-269. https://doi.org/10.1002/asi.4630240406
  8. Song, M.S., "A Study on the Intellectual Structure Analysis in Korean Studies", Journal of the Korean Library and Information Science Society, Vol.49, No.4(2015), 125-157. https://doi.org/10.4275/KSLIS.2015.49.4.125
  9. Tang, H.N. and J.H. Joo, "An Empirical Study on Determinants of Flow of Social Network Games on Facebook", Korea Association of Information Systems, Vol.23, No.1(2014), 1-28.
  10. White, H.D. and B.C. Griffith, "Author Cocitation: A Literature Measure of Intellectual Structure", Journal of the American Society for Information Science, Vol.32, No.3(1981), 163-171. https://doi.org/10.1002/asi.4630320302
  11. Xin, S., J. Tribe and D. Chambers, "Conceptual Research in Tourism", Annals of Tourism Research, Vol.41, No.-,(2013), 66-88. https://doi.org/10.1016/j.annals.2012.12.003
  12. Zhang, L.L. and H.J. Hong, "Examining the Intellectual Structure of Reading Studies with Co-Word Analysis Based on the Importance of Journals and Sequence of Keywords", Journal of the Korean Biblia Society for Library and Information Science, Vol.25, No.1(2014), 295-318. https://doi.org/10.14699/kbiblia.2014.25.1.295