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SNA를 활용한 조직 구성원 영향력 평가

SNA to assess the Influence of Organization Members (Focusing on core members of North Korea)

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주제분류컴퓨터학

초록

There are various organizations in modern society, in which people have direct and indirect relationships. Internal structure of these organizations can be analyzed by the relationships which are officially pressed on the media. However, this task will be difficult when the media information is strictly limited, though the necessity of analyzing organization structure remains. In this study, we try to estimate the influence of North Korea’s core members by using PageRank centrality to supplement the limitation of previous SNA analysis methods. Experimental results show that we can show and predict NK’s power shifts more efficiently.

Abstract

There are various organizations in modern society, in which people have direct and indirect relationships. Internal structure of these organizations can be analyzed by the relationships which are officially pressed on the media. However, this task will be difficult when the media information is strictly limited, though the necessity of analyzing organization structure remains. In this study, we try to estimate the influence of North Korea’s core members by using PageRank centrality to supplement the limitation of previous SNA analysis methods. Experimental results show that we can show and predict NK’s power shifts more efficiently.

참고문헌 (16)

  1. 이웅, "시계열적 SNA를 통한 통제조직의 구조적 변화의 평가", 정보과학회논문지, 43(10), pp.1124~1130 (2016), 한국정보과학회
  2. Analysis of core essentials of Kim Jong Eun regime : Focusing on characteristics and cohesion, "K. Oh", The Sejong Institute, 1~56 (2012)
  3. J. Park, "Finding Relevant Peoples in the Gated Community based on Social Network Analysis", KIISE Winter Confernece, pp.150~152 (2014)
  4. G. Lee, "North Korea's Power Elite under the Kim Jong Un Regime", KINU research series, 12(5), pp.1~334 (2012)
  5. Phillip Bonacich, "Some Unique Preperities of Eigenvector Centrality", Social Networks, 29, pp.555~564 (2007)[DOI]
  6. M. Kam, "Who moves North Korea", Sisapress, (992), pp.90~100 (2008)
  7. Y. Kim, "Social Network Analysis" (2016), PY book
  8. North Korea's intention to appoint a new chairman of the State Council and the State Council, "S. Jung", Situation and Policy by The Sejong Institute, 14~17, pp.No.8 (2016)
  9. Reza Zafarani, "Social Media Mining" (2014), CAMBRIDGE Univ. Press
  10. Aaron Clat, "Network Analysis and Modeling(Lt.3)" (2013), CSCI
  11. 박형중, "수령독재 하에서 권력과 이권을 둘러싼 갈등 동학 그리고 장성택 숙청", 북한연구학회보, 18(1), pp.1~27 (2014), 북한연구학회
  12. Assessment of the Second Plenary Session of the 7th General Assembly of the North Korean Workers' Party : Background and Variation of Power Elite, "S. Jung", The Sejong Institute commentary, ~, pp.No.2017-42 (2017)
  13. G. Kim, "North Korea's military generations change and future prospects", NARS Issue and Point, No.496, ~ (2012)
  14. W. Park, "One year after the execution of Jang Sung Taek, North Korea's Power and Interest Shift", KINU Online Series, No.14-17, December, 2014.I. Introduction, ~ (2014)

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