Prescriptive Analytics System Design Fusing Automatic Classification Method and Intellectual Structure Analysis Method (자동 분류 기법과 지적 구조 분석 기법을 융합한 처방적 분석 시스템 구현 방안 연구)

Jeong Do-heon (정도헌)

doi:10.3743/KOSIM.2017.34.4.033

Prescriptive Analytics System Design Fusing Automatic Classification Method and Intellectual Structure Analysis Method

Journal of the Korean Society for Information Management
Abbr : JKOSIM
2017, 34(4), pp.33~57
DOI : 10.3743/KOSIM.2017.34.4.033
Publisher : 한국정보관리학회
Research Area : Interdisciplinary Studies > Library and Information Science
Received : November 14, 2017
Accepted : November 29, 2017
Published : December 30, 2017

Jeong Do-heon ¹

¹덕성여자대학교

Accredited

ABSTRACT

This study aims to introduce an emerging prescriptive analytics method and suggest its efficient application to a category-based service system. Prescriptive analytics method provides the whole process of analysis and available alternatives as well as the results of analysis. To simulate the process of optimization, large scale journal articles have been collected and categorized by classification scheme. In the process of applying the concept of prescriptive analytics to a real system, we have fused a dynamic automatic-categorization method for large scale documents and intellectual structure analysis method for scholarly subject fields. The test result shows that some optimized scenarios can be generated efficiently and utilized effectively for reorganizing the classification-based service system.

KEYWORDS

prescriptive analytics, intellectual structure, automatic classification, classification scheme, optimization

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* References for papers published after 2023 are currently being built.

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Journal of the Korean Society for Information Management 2023 KCI Impact Factor : 1.31

Prescriptive Analytics System Design Fusing Automatic Classification Method and Intellectual Structure Analysis Method

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Citation status

* References for papers published after 2023 are currently being built.

Journal of the Korean Society for Information Management 2023 KCI Impact Factor : 1.31

Prescriptive Analytics System Design Fusing Automatic Classification Method and Intellectual Structure Analysis Method

ABSTRACT

KEYWORDS

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