• Title/Summary/Keyword: 중심성

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A Study on the Impact of Liner Shipping Network Characteristics to the World Regional Major Port performance (세계 주요지역 항만의 네트워크 특성이 성과에 미치는 영향에 관한 연구)

  • Kang, Dongjoon
    • Journal of Korea Port Economic Association
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    • v.31 no.4
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    • pp.189-207
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    • 2015
  • The purpose of this study is to examine the relationship between the network characteristics of ports and their performance that is represented by port competitiveness for the port operators. The study employs Social Network Analysis (SNA) to evaluate network characteristics comprising four centrality indices. For this research, data from Containerization International Yearbooks for 2006-2011 is used to analyze the service networks of 20 major liner shipping companies. In SNA, nodes (vertices) in the network are the ports and links (edges) in the network are connections realized by vessel movements, such that the liner shipping network determines the port network. In addition, panel regression analysis has been employed to investigate the relationship between port network characteristics and their performance. The results suggest that the four centrality indices identify the roles of the world's major ports from 2006 to 2011 and that port performance is determined not only by macroeconomic variables and service capabilities but also by the eigenvector centrality of ports in networks.

ANP와 DEA 결합모형을 통한 은행의 성과 평가방법론에 관한 연구

  • 임병학;박철수
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2003.05a
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    • pp.940-947
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    • 2003
  • 은행의 지점을 하나의 책임중심점 (Responsibility center)으로 볼 때 원가중심점. 수익중심점, 이익중심점 및 투자중심점 등 네 가지 형태중의 하나로 구분 할 수 있다. 본 연구에서는 은행의 지점을 여러가지 투입물을 이용하여 여러가지의 다양한 산출물들을 생산 및 판매하는 이익중심점(Profit Center)으로 보기로 한다. 그리고 이익중심점으로서 은행의 지점을 평가하는 경우 기간이익이라는 종합적인 성과 측정치가 있으나 기간이익은 그 성과가 경쟁가격의 변화에 따른 것인지 업무의 효율에 의만 것인지 구별하기가 어렵다 그래서 본 연구에서는 장기적인 효과를 가지는 생산성. 즉 생산과정에 중점을 두고 평가하고자 한다.

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Comparative study on the national quality regulation schemes of social services and implications to Korea - focusing on user centeredness, regulatory enforcement and system stability - (사회서비스 품질관리제도 구성요소와 국가비교 -이용자 중심성, 제도 실효성, 운영 안정성을 중심으로-)

  • Hwang, In-Mae;Lee, Dong Suk;Kim, Yong-Deug
    • Korean Journal of Social Welfare Studies
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    • v.45 no.2
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    • pp.203-232
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    • 2014
  • The purpose of this study is to compare the national quality regulation schemes among four countries, and to find out implications to Korean quality regulation system of social services. For this, this study fixed comparative criteria on national quality regulation schemes, and compared the quality regulation schemes of 4 countries such as England, United States, Singapore and Japan. By reviewing prior relevant studies, three criteria could be suggested.: the level of user centeredness, the effectiveness of regulatory enforcement and stability of operation system. All analysed nations share similarities in that they all eager to provide quality information to their service users and develop nationally acceptable quality standards of social services. On the contrary, differences are identified in the level of regulatory enforcement and establishment of independent body for national quality control. By these results, this study discussed the meaning of these findings and their implications on the development of Korean quality regulation system.

A Analysis the Change Tendency of Coasting Passenger Ship Routes by Utilizing the Society Network Analysis. (네트워크 분석 방법을 활용한 국내 여객항로 변화추세 분석)

  • Ko, Jae-woo;Choi, Chang-mook
    • Proceedings of the Korean Institute of Navigation and Port Research Conference
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    • 2014.10a
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    • pp.151-153
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    • 2014
  • 본 논문에서는 사회네트워크 분석 기법을 이용하여 2005년부터 2013년까지 운용되었던 국내 연안여객선의 항로를 분석하였다. 분석결과 연도별로 중심이 되는 항구가 변화되는 것을 확인할 수 있었다. 목포는 지속적으로 가장 높은 연결 중심성을 보였으며, 여수는 최근 그 중심성이 높아지는 것을 확인하였다. 또한 물동량과 이용량 등 전통적인 방법을 통하여 분석한 결과와 사회 네트워크 방법으로 분석한 결과 값을 비교하였는데 이 두 값이 매우 강한 상관관계를 보였다. 이를 통해 전통적인 방법을 사용하지 않더라도 네트워크 분석을 통해 해당 항구의 중심성을 알 수 있음을 확인하였다.

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A Closeness Centrality Analysis Algorithm for Workflow-supported Social Networks (워크플로우 소셜 네트워크 근접중심성 분석 알고리즘)

  • Park, Sungjoo;Kim, Kwanghoon Pio
    • Journal of Internet Computing and Services
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    • v.14 no.5
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    • pp.77-85
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    • 2013
  • This paper proposes a closeness centrality analysis algorithm for workflow-supported social networks that represent the collaborative relationships among the performers who are involved in a specific workflow model. The proposed algorithm uses the social network analysis techniques, particularly closeness centrality equations, to analyze the closeness centrality of the workflow-supported social network. Additionally, through an example we try to verify the accuracy and appropriateness of the proposed algorithm.

The Effects of Port Decentralization on Port Management and Port Development : The Mediating Effect of Port Site Centrality (항만 분권이 항만경영 및 항만개발에 미치는 영향 : 항만 현장 중심성의 매개효과)

  • Yang, Hang-Jin;Jung, Doo-Sig
    • Journal of Digital Convergence
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    • v.17 no.9
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    • pp.61-70
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    • 2019
  • This study was intended to analyze the effect of port decentralization on port management and port development, analyze whether port site centrality has mediated effect in relation between port decentralization and port management and port development. This study surveyed public officials and researchers who plan and execute port policies, and analyzed the influence relationship of variables and the mediating effect using multiple regression analysis. Results are as follows, First, it was analyzed that the port authority decentralization and regional-centered port policy have a positive influence on the port site centrality, and the port authority decentralization has a positive influence on port management and port development. Second, the port site centrality was confirmed to have a positive influence on port management and port development. Third, port site centrality was shown to mediate the relationship between port decentralization and port management and port development. This study suggested the positive effect of port decentralization to local government on efficient port management and port development, and the need to draw up port site-oriented policies.

Korea National College of Agriculture and Fisheries in Naver News by Web Crolling : Based on Keyword Analysis and Semantic Network Analysis (웹 크롤링에 의한 네이버 뉴스에서의 한국농수산대학 - 키워드 분석과 의미연결망분석 -)

  • Joo, J.S.;Lee, S.Y.;Kim, S.H.;Park, N.B.
    • Journal of Practical Agriculture & Fisheries Research
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    • v.23 no.2
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    • pp.71-86
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    • 2021
  • This study was conducted to find information on the university's image from words related to 'Korea National College of Agriculture and Fisheries (KNCAF)' in Naver News. For this purpose, word frequency analysis, TF-IDF evaluation and semantic network analysis were performed using web crawling technology. In word frequency analysis, 'agriculture', 'education', 'support', 'farmer', 'youth', 'university', 'business', 'rural', 'CEO' were important words. In the TF-IDF evaluation, the key words were 'farmer', 'dron', 'agricultural and livestock food department', 'Jeonbuk', 'young farmer', 'agriculture', 'Chonju', 'university', 'device', 'spreading'. In the semantic network analysis, the Bigrams showed high correlations in the order of 'youth' - 'farmer', 'digital' - 'agriculture', 'farming' - 'settlement', 'agriculture' - 'rural', 'digital' - 'turnover'. As a result of evaluating the importance of keywords as five central index, 'agriculture' ranked first. And the keywords in the second place of the centrality index were 'farmers' (Cc, Cb), 'education' (Cd, Cp) and 'future' (Ce). The sperman's rank correlation coefficient by centrality index showed the most similar rank between Degree centrality and Pagerank centrality. The KNCAF articles of Naver News were used as important words such as 'agriculture', 'education', 'support', 'farmer', 'youth' in terms of word frequency. However, in the evaluation including document frequency, the words such as 'farmer', 'dron', 'Ministry of Agriculture, Food and Rural Affairs', 'Jeonbuk', and 'young farmers' were found to be key words. The centrality analysis considering the network connectivity between words was suitable for evaluation by Cd and Cp. And the words with strong centrality were 'agriculture', 'education', 'future', 'farmer', 'digital', 'support', 'utilization'.

An Estimated Closeness Centrality Ranking Algorithm for Large-Scale Workflow Affiliation Networks (대규모 워크플로우 소속성 네트워크를 위한 근접 중심도 랭킹 알고리즘)

  • Lee, Do-kyong;Ahn, Hyun;Kim, Kwang-hoon Pio
    • Journal of Internet Computing and Services
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    • v.17 no.1
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    • pp.47-53
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    • 2016
  • A type of workflow affiliation network is one of the specialized social network types, which represents the associative relation between actors and activities. There are many methods on a workflow affiliation network measuring centralities such as degree centrality, closeness centrality, betweenness centrality, eigenvector centrality. In particular, we are interested in the closeness centrality measurements on a workflow affiliation network discovered from enterprise workflow models, and we know that the time complexity problem is raised according to increasing the size of the workflow affiliation network. This paper proposes an estimated ranking algorithm and analyzes the accuracy and average computation time of the proposed algorithm. As a result, we show that the accuracy improves 47.5%, 29.44% in the sizes of network and the rates of samples, respectively. Also the estimated ranking algorithm's average computation time improves more than 82.40%, comparison with the original algorithm, when the network size is 2400, sampling rate is 30%.

Generation of Collaboration Network and Analysis of Researcher's Role in National Cancer Center (협업네트워크 구축과 연구자 역할 분석 -국립암센터 사례 중심으로-)

  • Jang, Hae-Lan
    • The Journal of the Korea Contents Association
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    • v.15 no.10
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    • pp.387-399
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    • 2015
  • Recently collaboration network is generated to find out experts in their field as potential collaborators in health care sector. In this paper, the co-author network of a National Cancer Center researcher was generated for identifying each researcher's role and collaborative research pattern. The co-author network of 2,437 authors was extracted from 1,194 SCI(E) publications from 2000 to 2010 and author's role was analyzed by author's centrality value. Centrality reflecting only the number of papers and centrality weighted by the paper number, impact factor, and authorship contribution was evaluated. On the comparison with simple degree centrality value and the weighted degree centrality, difference of value was statistically significant(t=11.66, p=0.00). Co-author network considering various variables of the paper provides more objective figure of researcher's role. This suggests that co-author network could be more effective in identifying potential collaborators.

An Analysis of the Cruise Courses Network in Asian Regions Using Social Network Analysis (SNA를 이용한 아시아 지역 크루즈 항로의 네트워크 분석에 관한 연구)

  • Jeon, Jun-Woo;Cha, Young-Doo;Yeo, Gi-Tae
    • Journal of Korea Port Economic Association
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    • v.32 no.1
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    • pp.17-28
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    • 2016
  • This study examines the cruise course network structure in the Asian regions and the centrality of ports using social network analysis (SNA). For network analysis of Asian cruise courses, a data network of cruise courses was constructed using data on courses of cruise ships operating in Asian ports collected from the reports of the Cruise Lines International Associations.There are 249 nodes or ports of ship companies that provide cruise courses to Asia between from October 2015 to June 2016, and these nodes connect 545 ports. Density analysis based on ports where cruise ship companies operated cruise ships showed that, from October 2015 to June 2016, the density was 0.009, which was lower than the average of global port network density (2006 to 2011) and railroad network density. In addition, was calculated to be, which means that connection with all ports was possible through 2,180 steps. In the analysis of the Asian cruise course network centrality, Singapore ranked first in both out-degree and in-degree in connection centrality, followed by Hong Kong, Shanghai, Ho Chi Minh, and Keelung. Singapore also ranked first in the result betweenness centrality analysis, followed by Penang, Dubai, and Hong Kong. From October 2015 to June 2016, the port with the highest Eigenvector centrality was Hong Kong, followed by Ho Chi Minh, Singapore, Shanghai, and Danang. In the case of the domestic ports Incheon, Busan, and Jeju, connection centrality, betweenness centrality, and Eigenvector centrality all ranked lower than their competitor Chinese ports.