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      Using DEA and Network Centrality to Measure Influence and Rank of Korean Stock Funds

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      https://www.riss.kr/link?id=A104994165

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      다국어 초록 (Multilingual Abstract)

      Data envelopment analysis (DEA) is known as a useful tool which produces many efficient decision-making units (DMUs). Traditional DEA provides relative efficient scores and reference sets, but does not influence and rank for efficient DMUs. This paper...

      Data envelopment analysis (DEA) is known as a useful tool which produces many efficient decision-making units (DMUs). Traditional DEA provides relative efficient scores and reference sets, but does not influence and rank for efficient DMUs. This paper suggests a method that provides influence and ranking information using PageRank centrality of Social Network analysis (SNA) based on reference sets and their lambda value. The social network structure expresses the DMU as a node, reference sets as link, and lambda as connection strength or weight. This paper shows PageRank centrality is more accurate than any others.

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      참고문헌 (Reference)

      1 임병학, "사회 네트워크 분석 접근법을 이용한 효율적인 항만의 영향력과 순위 측정에 관한 연구" 한국SCM학회 12 (12): 37-47, 2012

      2 Park, J.Y, "The research for the assessment of the performance of the domestic stock funds and bond funds utilizing DEA(Data Envelopment Analysis" Sogang University 2007

      3 Brin, S., "The PageRank Citation Ranking: Bringing Order to the Web" Stanford University 1999

      4 Anderon, T. R., "The Fixed Weighting Nature of A Cross-Evaluation Model" 17 : 249-255, 2002

      5 Brin, S. ., "The Anatomy of a Large-scale Hypertextual Web Search Engine" 33 : 107-117, 1998

      6 Banker, R. D., "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis" 30 : 1078-1092, 1984

      7 McMullen, P. R., "Selection of mutual funds using data envelopment analysis" 4 (4): 1-12, 1998

      8 Sarkis, J., "Performance based clustering for benchmarking of US airports" 38 : 329-346, 2004

      9 Hsu, C. S., "Mutual fund performance and persistence in Taiwan : A non-parametric approach" 27 (27): 509-523, 2007

      10 Chen, Chiu and Li, "Mutual Fund Performance Evaluation –Application Of System Bcc Model" 79 (79): 1-16, 2011

      1 임병학, "사회 네트워크 분석 접근법을 이용한 효율적인 항만의 영향력과 순위 측정에 관한 연구" 한국SCM학회 12 (12): 37-47, 2012

      2 Park, J.Y, "The research for the assessment of the performance of the domestic stock funds and bond funds utilizing DEA(Data Envelopment Analysis" Sogang University 2007

      3 Brin, S., "The PageRank Citation Ranking: Bringing Order to the Web" Stanford University 1999

      4 Anderon, T. R., "The Fixed Weighting Nature of A Cross-Evaluation Model" 17 : 249-255, 2002

      5 Brin, S. ., "The Anatomy of a Large-scale Hypertextual Web Search Engine" 33 : 107-117, 1998

      6 Banker, R. D., "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis" 30 : 1078-1092, 1984

      7 McMullen, P. R., "Selection of mutual funds using data envelopment analysis" 4 (4): 1-12, 1998

      8 Sarkis, J., "Performance based clustering for benchmarking of US airports" 38 : 329-346, 2004

      9 Hsu, C. S., "Mutual fund performance and persistence in Taiwan : A non-parametric approach" 27 (27): 509-523, 2007

      10 Chen, Chiu and Li, "Mutual Fund Performance Evaluation –Application Of System Bcc Model" 79 (79): 1-16, 2011

      11 Charnes, A., "Measuring the efficiency of Decision making units" 2 : 429-444, 1978

      12 Gregoriou, G. N., "Hedge fund performance appraisal using data envelopment analysis" 164 (164): 555-571, 2005

      13 Lee, H., "Evaluating Port Efficiency In Asia Pacific Region with Recursive Data Envelopment analysis" 6 : 544-559, 2005

      14 Murthi, B. P. S., "Efficiency of Mutual Funds and Portfolio Performance Measurement : A non-parametric approach" 98 : 408-418, 1997

      15 Doyle, J., "Efficiency and Cross-Efficiency in DEA : Derivations, Meanings, and Uses" 45 (45): 567-578, 1994

      16 Lozano, S., "Data envelopment analysis of mutual funds based on second-order stochastic dominance" 189 (189): 230-224, 2008

      17 Cooper, W. W., "Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software" Kluwer Academic Publishers 2000

      18 Liu, J., "DEA and ranking with the network-based approach : a case of R&D performance" 38 : 453-464, 2005

      19 Liu, J., "A network-based approach for increasing discrimination in data envelopment analysis" 60 : 1502-1510, 2009

      20 Basso, Antonella., "A data Envelopment Analysis approach to Measure the Mutual Fund Performance" 135 : 477-492, 2001

      21 Leem, B., "A Heuristic Methodology of Modeling Enterprise Logistics Network" The University of Texas at Arlington 2002

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      유사연구자 (20) 활용도상위20명

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2022 평가예정 재인증평가 신청대상 (재인증)
      2019-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2016-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2012-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2011-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2010-01-01 평가 등재후보학술지 유지 (등재후보1차) KCI등재후보
      2008-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.45 0.45 0.53
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.62 0.65 0.566 0.31
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