The Analyzing Risk Factor of Big Data : Big Data Processing Perspective

빅데이터 처리 프로세스에 따른 빅데이터 위험요인 분석

  • 이지은 (실대학교 소프트웨어특성화대학원) ;
  • 김창재 (실대학교 소프트웨어특성화대학원) ;
  • 이남용 (실대학교 소프트웨어특성화대학원)
  • Received : 2014.02.17
  • Accepted : 2014.06.13
  • Published : 2014.06.30


Recently, as value for practical use of big data is evaluated, companies and organizations that create benefit and profit are gradually increasing with application of big data. But specifical and theoretical study about possible risk factors as introduction of big data is not being conducted. Accordingly, the study extracts the possible risk factors as introduction of big data based on literature reviews and classifies according to big data processing, data collection, data storage, data analysis, analysis data visualization and application. Also, the risk factors have order of priority according to the degree of risk from the survey of experts. This study will make a chance that can avoid risks by bid data processing and preparation for risks in order of dangerous grades of risk.


  1. 김기환, "공공부문 빅데이터의 활용성과 위험성", 정책분석평가학회보, 제23권, 제2호(2012), pp.1-27.
  2. 윤상오, "빅데이터의 위험유형 분류에 관한 연구", 한국지역정보화학회지, 제16권, 제2호(2013), pp.93-122.
  3. 이재식, "빅데이터 환경에서 개인정보보호를 위한 기술", Internet and Security Focus, (2013), pp.79-104.
  4. 조영임, "빅데이터의 이해와 주요 이슈들", 한국지역정보화학회지, 제16권, 제3호(2013), pp.43-65.
  5. 추병완, "미래 인터넷 기술의 윤리 문제", 철학논집, 제19권(2009), pp.65-95.
  6. 한국인터넷 진흥원, "빅데이터 기반 개인정보 보호 기술수요 분석", 2012.
  7. 홍성태 외, 빅데이터와 위험 정보사회, 커뮤니케이션북스, 2013.
  8. Bollier, D., The Promise and peril of Big Data, The Aspen Institute, Washington, DC, 2010.
  9. Boyd, D. and K. Crawford, Critical questions for big data, Information, Communication and Society, Massachusetts, 2012.
  10. Chester, J., Cookie wars : How New Data Profiling and Targeting Techniques Threaten Citizens and Consumers in the 'Big Data' Era, In European Data Protection : In Good Health?, Springer, 2012.
  11. Labrinidis, A. and H. V. Jagadish. "Challenges and Opportunities with Big Data", Proceedings of the VLDB Endowment, Vol.5, No.12(2012) pp.2032-2033.
  12. Manovich, L., Trending : The Promises and the Challenges of Big Social Data in Debates in the Digital Humanities., University of Minnesota Press, 2012.
  13. Manyika, J. and M. Chui, "Big data : the next Frontier for Innovation, Competition, and Productivity", McKinsey Global Institute, (2011), p.1.
  14. Gantz J. and D. Reinsel, Extracting Value from Chaos, IDC IVIEW, (2011), p.6.
  15. Paulraj Ponniah, Data warehousing, John Wiley and Sons, New Jersey, 2001.