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
- 구훈영; 이희정; 이근철
- 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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