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논문검색

오픈소스 빅데이터 기술을 적용한 생명보험 예측모델 분석환경 구축에 관한 사례연구 : ING 예측모델을 중심으로

원문정보

A Case Study on the Development of Life Insurance Prediction Model Analysis Environment Applying Open-Source Bigdata Technology

김성현, 천지원, 이미영

피인용수 : 0(자료제공 : 네이버학술정보)

초록

영어

The analysis target data, analysis algorithm, and analysis utilization scenario were defined and developed by identifying eight key analysis services by the value chain of the insurance business. Thus, the insurance big data strategy model was shared and diffused to enable small and medium-sized insurance companies to apply the analysis results to their business while minimizing trial and error in the field of big data adoption. Since most business is processed online in the domestic financial sector, the volume of accumulated internal data is enormous, and its types are diverse, and this has consequently improved the level of big data activation compared to other industries; hence the high potential value and possibilities for the utilization of data analysis. Large insurance companies such as S Life Insurance, H Life Insurance, and K Life Insurance have introduced big data analysis to the domestic insurance industry, which is experiencing continuous trial and error due to the lack of shared information on the effects of the introduction and application of big data analysis. The main contents of this case study are as follows. First, development of a strategy model that internalizes big data analysis based on the value chain of the insurance industry. Second, formation of big data analysis environment through the application of open source technology and STT/TA environment for unstructured text analysis. At last, Sharing of big data analysis strategy model that is suitable for the business and data management status of medium-sized insurance companies.

목차

Ⅰ. 서론
 Ⅱ. 빅데이터 활용 사례 및 관련연구 조사
 Ⅲ. 프로젝트의 내용 및 범위
 Ⅳ. 분석방법과 데이터
 Ⅴ. 주요 분석기법 및 활용
 Ⅵ. 결론
 참고문헌
 Abstract

저자정보

  • 김성현 Sung Hyun Kim. 한국정보화진흥원, 수석연구원
  • 천지원 Jiwon Chun. 아이엔지생명보험주식회사, 차장
  • 이미영 Miyoung Lee. 건국대학교 경영학과 교수

참고문헌

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