DOI QR코드

DOI QR Code

빅데이터 유통 생태계에 기반한 단계별 빅데이터 유통 모델 개발에 관한 연구

A Study on the Development of Phased Big Data Distribution Model Based on Big Data Distribution Ecology

  • 김신곤 (광운대학교 경영학부) ;
  • 이석준 (광운대학교 경영학부) ;
  • 김정곤 (한세대학교 정보통신공학과)
  • Kim, Shinkon (College of Business, Kwangwoon University) ;
  • Lee, Sukjun (College of Business, Kwangwoon University) ;
  • Kim, Jeonggon (Information and Communication Engineering Dept., Hansei University)
  • 투고 : 2016.04.06
  • 심사 : 2016.05.20
  • 발행 : 2016.05.28

초록

본 연구는 빅데이터 유통 생태계에 기반한 단계별 빅데이터 유통 모델 개발 방안을 제안한다. 제안하는 빅데이터 유통모델의 개발은 데이터 중개 및 거래 플랫폼 구축, 거래지원 시스템 구축, 데이터 유통 포털 및 빅데이터 거래소 연결망 구축과 같이 3단계로 구성된다. 데이터 중개 및 거래 플랫폼 구축 단계에서는 데이터 유통 및 거래 플랫폼이 구축되며, 총괄시스템과 등록 및 거래관리 시스템으로 구성되며, 거래지원 시스템 구축 단계에서는 원활한 데이터 거래를 위한 거래지원 시스템이 추가적으로 구축된다. 마지막 데이터 유통 포털 및 빅데이터 거래소 연결망 구축 단계에서는 여러 거래소들의 통합에 필요한 유통 관리 시스템이 구축된다. 새로운 기술, 프로세스, 데이터 과학 등을 이용하여 과거의 데이터 관리 시스템을 빠르게 대체해 나가고 있는 현대의 데이터 시장에서 데이터 유통시장 모델은 계속 진화하고 있으며, 비즈니스 업계에서 수용되고 있다. 따라서 제안하는 빅데이터 유통 모델은 멀지 않은 장래에 데이터를 관리하고 접근하기 위한 산업표준 확립 시 고려될 수 있다고 사료된다.

The major thrust of this research focuses on the development of phased big data distribution model based on the big data ecosystem. This model consists of 3 phases. In phase 1, data intermediaries are participated in this model and transaction functions are provided. This system consists of general control systems, registrations, and transaction management systems. In phase 2, trading support systems with data storage, analysis, supply, and customer relation management functions are designed. In phase 3, transaction support systems and linked big data distribution portal systems are developed. Recently, emerging new data distribution models and systems are evolving and substituting for past data management system using new technology and the processes in data science. The proposed model may be referred as criteria for industrial standard establishment for big data distribution and transaction models in the future.

키워드

참고문헌

  1. B. J. Choo, "Big Data Anaysis : A Study on the System Establishment for Big Data Trading Service", Korea Information Processing Society review, Vol. 21, No. 3, pp. 68-75, 2014.
  2. J, H, Park, "Paradigm Shift of IT Industry and Industrial Engineering ; Data Science and Industrial Engineering", IE Magazine, Vol. 18, No. 4, pp. 22-24, 2011.
  3. B. Y. Jang, Y. D. Kim, & J. S. Choi, "Big Data-based Convergence Service Industry Creation", Science and Technology Policy Institute, Policy Research 2013-20, 2013.
  4. Y. S. Jeong, Y. T. Kim, & G. C. Park, "Multi-Attribute based on Data Management Scheme in Big Data Environment", Journal of the Korea Convergence Society, Vol. 13, No. 1, pp. 263-268, 2015.
  5. S. H. Namn, & K. S. Noh, "A Study on the Effective Approaches to Big Data Planning", Journal of the Korea Convergence Society, Vol. 13, No. 1, pp. 227-235, 2015.
  6. D. H. Choi, & J. O. Park, "Security Tendency Analysis Techniques through Machine Learning Algorithm Applications in Big Data Environments", Journal of the Korea Convergence Society, Vol. 13, No. 9, pp. 269-276, 2015.
  7. M. S. Lim, J. H. Kim, & H. S. Byeon, "A Study on Characteristics of Eco-friendly Behaviors using Big Data: Focusing on the Customer Sales Data of Green Card", Journal of the Korea Convergence Society, Vol. 14, No. 1, pp. 151-161, 2015.
  8. K. H. Choi, & J. H. Park, "The Analysis of Public Awareness about Literary Therapy by Utilizing Big Data Analysis - The aspects of convergence literature and statistics", Journal of the Korea Convergence Society, Vol. 13, No. 4, pp. 395-404, 2015.
  9. J. A. Park, . M. Kim, H. S. Lee, & H. J. Lee, "Big Data Study about the Effects of Weather Factors on Food Poisoning Incidence", Journal of the Korea Convergence Society, Vol. 14, No. 3, pp. 319-327, 2016.
  10. B. C. Kim, "A Study on Utilization of Big Data based on the Personal Information Protection Act", Journal of the Korea Convergence Society, Vol. 12, No. 12, pp. 87-92, 2014.
  11. A. McAfee, & E. Brynjolfsson, "Big Data: The Management Revolution", Harvard Business Review, pp. 61-68, 2012.
  12. J. W. Ross, C. M. Beath, & A. Quaadgras, "You may not need Big Data after all", Harvard Business Review, pp. 90-98, 2013.
  13. B. Y. Lee, J. T. Lim, & J. S. Yoo, "Utilization of Social Media Analysis using Big Data", The Journal of the Korea Contents Association, Vol. 13, No. 2, pp. 211-219, 2013. https://doi.org/10.5392/JKCA.2013.13.02.211
  14. S. O. Yun, "A Study on the Classification of Risks Caused by Big Data", Journal of Korean Association for Regional Information Society, Vol. 16, No. 2, pp. 93-122, 2013.
  15. S. H. Lee, & D. W. Lee, "Current Status of Big Data Utilization", Journal of Digital Convergence, Vol. 11, No. 2, pp. 229-233, 2013. https://doi.org/10.14400/JDPM.2013.11.12.229
  16. M. M. Kang, S. R. Kim, & S. M. Park, "Analysis and Utilization of Big Data", Communications of the Korean Institute of Information Scientists and Engineer, Vol. 30, No. 6, pp. 25-32, 2012.
  17. J. C. Koh, H. U, Lee, J. U. Jeong, & K. S. Kim, "Correspondence Strategy for Big Data's New Customer Value and Creation of Business", Journal of Korea Safety Management & Science, Vol. 14, No. 4, pp. 229-238, 2012.
  18. J. S. Kim, "Big data Utilization and related Technique and Technology Analysis", The Journal of the Korea Contents Association, Vol. 10, No. 1, pp. 34-40, 2012.
  19. J. I. Beom, & S. J. Choi, Big Data Utilization and Implication, Korea Rural Economic Institute, CEO Focus No. 312, pp. 1-33, 2013.
  20. S. H. Yu, & Y. H. Kim, "A Reserach Case Study on the Economic Effects of Big Data Distribution", Korea Research Academy of Distribution and Management Review, Vol. 17, No. 4, pp. 85-95, 2014.
  21. N. Lee, H. J. Jun, & J. Y. Yoon, "A Data Exchange Model to Promote Enterpreneurial Activities in Data Industry : Benchmarking Financial Exchanges", Journal of the Korean Entrepreneurship Society, Vol. 10, No. 2, pp. 28-49, 2015.
  22. D. Feinleib, "The big data landscape", In Big Data Bootcamp pp. 15-34, 2014.
  23. M. Turck, & S. Zilis, "The Big Data Landscape (Version 2.0)". http://bit.ly/1Uq6mVs
  24. Vitria, "Vitria Added To The Big Data Landscape". http://bit.ly/1NKrliC
  25. Sqrrl, "Sqrrl's Take on the Big Data Ecosystem". http://bit.ly/1CjPvy8
  26. S. H. Kim, "Trend Analysis for Big Data Industrial Ecosystem", Korean telecommunications policy review, Vol. 25, No. 13, pp. 77-87, 2013.
  27. C. Li, & G. Miklau. "Pricing Aggregate Queries in a Data Marketplace", In Proceedings of the International Workshop on Web and Databases, 2012.
  28. Y. I. Jo, "Understanding Big Data and Its Main Issues", Journal of Korean Association for Regional Information Society, Vol. 16, No. 3, pp. 43-65, 2013.
  29. S. K. Kim, "Distribution System Research and Standard System Development for Application and Proliferation of Big Data", Electronics and Telecommunications Research Institute, 2014.