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정형적 개념 분석을 이용한 정부출연 연구소 기관평가 분석R&D Performance Analysis of Government-Funded Research Institutes Using Formal Concept Analysis

Other Titles
R&D Performance Analysis of Government-Funded Research Institutes Using Formal Concept Analysis
Authors
구훈영이희정이근철
Issue Date
Dec-2021
Publisher
대한산업공학회
Keywords
Formal Concept Analysis; R& D Performance Management; Intellectual Capital
Citation
대한산업공학회지, v.47, no.6, pp.490 - 503
Indexed
KCI
Journal Title
대한산업공학회지
Volume
47
Number
6
Start Page
490
End Page
503
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/138517
DOI
10.7232/JKIIE.2021.47.6.490
ISSN
1225-0988
Abstract
With the constant growth of R&D investment by government-funded research institutes, it has been increasingly necessary to evaluate the effectiveness of R&D performance. There are many approaches that have focused on R&D performance evaluation. Literature is unclear, however, how stakeholders can exploit performance results to improve their R&D capability. In this study, based on the intellectual capital possessed by research institutes, we proposed a new method to search improvement directions in R&D operation levels. To this end, formal concept analysis, which recognizes a research institution as an object, defining the intellectual capital as an attribute, was conducted. The proposed method conceptually clusters the relationship between objects and attributes and examines their hierarchical relationships. The case study shows the proposed method not only provides guidelines for improvement paths for individual research institutes but also identifies the components of intellectual capital that are meaningful in common.
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Lee, Hee jung
SCHOOL OF INDUSTRIAL INFORMATION STUDIES (DIVISION OF INDUSTRIAL INFORMATION STUDIES)
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