• 제목/요약/키워드: Knowledge Network Analysis

검색결과 734건 처리시간 0.022초

소셜 네트워크 분석(SNA)을 이용한 실과(기술·가정)교육 분야 연구 동향 분석 (Research Trend Analysis on Practical Arts (Technology & Home Economics) Education Using Social Network Analysis)

  • 김은정;이윤정;김지선
    • Human Ecology Research
    • /
    • 제56권6호
    • /
    • pp.603-617
    • /
    • 2018
  • This study analyzed research trends in the field of Practical Arts (Technology & Home Economics) education. From 958 articles published between 2010 and 2018 in the Journal of Korean Practical Arts Education (JKPAE), Journal of Korean Home Economics Education Association (JHEEA), and Korean Journal of Technology Education Association (KJTEA), 958 keywords were extracted and analyzed using NetMiner 4. When the general network structure was analyzed, keywords such as practical arts education, curriculum, textbook, home economics education, and students were high in the degree centrality and closeness centrality, and textbook, practical arts education, curriculum, student, home economics education, and invention were high in the node betweenness centrality. The cluster analysis showed that a four-cluster solution was most appropriate: cluster 1, technology and experiential learning activities; cluster 2, curriculum studies and practical problem; cluster 3, relationships; and cluster 4, creativity and character education. The three journals showed differences in the knowledge network structure: The topics of JKPAE and JKHEEA focused on general content knowledge and curriculum, while the topics of KJTEA were spread across invention and creativity education, and curriculum studies.

한국시스템다이내믹스 학회지 공저자 네트워크 특성에 관한 연구 (Co-author Network Characteristics of Korean System Dynamics Review)

  • 김선덕;신철;정형기;이만형
    • 한국시스템다이내믹스연구
    • /
    • 제17권3호
    • /
    • pp.31-50
    • /
    • 2016
  • This study examines the basic conditions of joint authorship research activities in the Korean System Dynamics Review and points out the structural co-author network characteristics among co-authored papers based on the social network analysis(SNA) techniques. In specific, this study identifies the cooperative relationship of research papers in the Korean System Dynamics Review, knowledge formation, and knowledge propagation paths. The study results imply that Korean System Dynamics Review has exhibited the typical 'Steven's power law,' which is repeatedly observed among complex systems, and that knowledge structure centered upon and propagated around couples of researchers. Additionally, the study results present that there have been active personal exchanges among major researchers. In contrast, personal contacts among research groups and within groups seem relatively weak.

네트워크 분석을 통한 외상 후 성장 지식구조 연구 (Knowledge Structure of Posttraumatic Growth Research: A Network Analysis)

  • 신주연;권선영;배가령
    • 산업융합연구
    • /
    • 제20권10호
    • /
    • pp.61-69
    • /
    • 2022
  • 외상 후 성장 개념은 다양한 분야에서 사용되고 있다. 연구의 목적은 네트워크 분석을 활용하여 외상 후 성장의 지식구조를 확인하기 위함이다. 1996년에서 2018년 사이에 출판된 국외논문 중 외상 후 성장 키워드를 사용한 논문을 Web of Science에서 검색하여 1,780편의 논문에 1,659개의 키워드가 6,343회 등장하는 것을 확인할 수 있었으며, 최종 분석을 위한 총 322개의 키워드를 선택하였다. 가장 많이 등장한 키워드는 '외상 후 성장', '외상 후 스트레스 장애', '암', '트라우마' 순이었다. 총 322개의 노드 중 175개의 노드로 정리하여 '암, 만성/중증 질환 및 장애에서 외상 후 성장', '외상 후 성장 관련 심리적 변수 및 심리 치료', '죽음의 맥락에서 외상 후 성장', '외상 후 성장의 인지 메커니즘' 및 '대리 외상 후 성장'의 5개 그룹으로 나눌 수 있었다. 본 연구는 정량적 네트워크 분석을 통해 외상 후 성장의 지식 구조에 대한 체계적인 개요를 제공 하였다는데 의의가 있다.

그래프 이론 및 네트워크 모델을 이용한 지식경영연구 논문 트랜드 분석 (A trend analysis of the Knowledge Management Research using graph theory and network model)

  • 이동현;이 호;김정민
    • 지식경영연구
    • /
    • 제17권1호
    • /
    • pp.1-16
    • /
    • 2016
  • 본 연구에서는 국내 지식경영 분야의 연구동향들이 어떻게 전개되어 왔는지 살펴보기 위해 한국지식경영학회의 지식경영연구 학술지에 2000년 부터 2015년까지 게재된 총 352개의 논문의 1496개의 키워드를 대상으로 그래프 이론 및 네트워크 모델을 이용하여 추세를 분석하였다. 분석 결과를 통하여 최근 각광받고 키워드들, 네트워크의 중심에서 멀어진 키워드들, 그리고 키워드들 간의 단절고리에 대하여 알아보았다. 연구자들은 본 연구결과를 활용하여 향후 지식경영 분야 후속연구의 설계 및 주제선정을 위한 기초자료로 삼을 수 있을 것이다.

사회연결망을 이용한 지식전파 분석의 프레임워크 (A Framework for Knowledge Propagation Analysis using Social Network)

  • 황현석
    • 한국산업정보학회논문지
    • /
    • 제19권6호
    • /
    • pp.97-106
    • /
    • 2014
  • 기업은 조직내에서 공유되고 사용되는 지식을 경쟁우위와 직결된 지적자본으로 인식하고 있다. 이에 따라 많은 선행연구에서 지식근로자 사이에 공유되는 지식을 파악하고자 노력하였다. 선행 연구의 한 가지 접근법은 정보기술을 이용하여 자동화되고 효율적으로 명시적인 지식을 공유하는 기술적인 방법을 강조하는 접근법이며 다른 접근법은 지식근로자간 휴먼 네트워크를 이용하여 암묵적인 지식의 흐름을 파악하고자 하는 연구이다. 두 번째 접근법의 경우 지식공유를 위해 실행공동체의 역할이 강조되고 있으나 자발적인 참여가 아닌 경우 실행공동체를 파악하기 힘들다는 단점이 있다. 본 연구에서는 휴먼 네트워크를 사회연결망 관점에서 파악하여 지식의 전파를 분석하고 실행공동체에 참여할 수 있는 지식근로자를 찾아내는 방법을 제안하고자 한다. 이를 위해 두 가지 사회연결망 관련 지표를 이용하여 지식 근로자를 분류하는 프레임워크를 제시하고 실무적용 가능성을 확인한 결과를 제시하고자 한다.

A Nexus among Strategic Orientation, Social Network, Knowledge Sharing, Organizational Innovation, and MSMEs Performance

  • MUAFI, Muafi
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제7권6호
    • /
    • pp.327-338
    • /
    • 2020
  • This study wants to test the nexus among resource orientation, market orientation, social network, and knowledge sharing toward organizational innovation, and the nexus between organizational innovation and MSMEs performance. Questionnaires and interviews are conducted with some MSMEs actors in Central Java Province, Indonesia, in Klaten Regency and Pekalongan City. These two areas have creative MSMEs, especially Batik MSMEs that have been very large and known worldwide. The sampling technique is done purposively with certain criteria for the respondents. The data analysis technique is done using Partial Least Square. This study provides recommendations about strategic practice and policy (resource and market), social network, and knowledge sharing in increasing organizational innovation, and the impact of organizational innovation toward MSMEs performance. It also offers a comprehensive model of the determinant factor of organizational innovation by considering the aspect of strategic orientation, social network, and knowledge sharing. Other unique aspects that are also important to consider are social network and the importance of knowledge sharing in improving MSMEs Performance. The respondents are still limited in two areas, namely, Pekalongan and Klaten, so it still cannot represent the whole population. These areas also have different orientation of production process approach, namely, synthetic and natural dyes.

Comparison Analysis of Co-authorship Network and Citation Based Network for Author Research Similarity Exploration

  • 윤지영;송민
    • 한국문헌정보학회지
    • /
    • 제56권4호
    • /
    • pp.269-284
    • /
    • 2022
  • Exploring research similarity of researchers offers insight on research communities and potential interactions among scholars. While co-authorship is a popular measure for studying research similarity of researchers, it cannot provide insight on authors who have not collaborated yet. In this work, we present novel approach to capture research similarity of authors using citation information. Extensive study is conducted on DATA & KNOWLEDGE ENGINEERING (DKE) publications to demonstrate and compare suggested approach with co-authorship based approach. Analysis result shows that proposed approach distinguishes author relationships that is not shown in co-authorship network.

지식이전행위, 어떻게 측정해야 하나? -제공자와 수용자의 관점 비교 (How Should We Measure Knowledge Transfer? : Comparison of the Knowledge source's and the Recipient's Perspectives)

  • 강민형
    • 지식경영연구
    • /
    • 제12권2호
    • /
    • pp.1-16
    • /
    • 2011
  • This study examined the influence of the antecedents of knowledge transfer from both the knowledge source's and recipient's perspectives using a social network survey. Prior research usually focused on either perspective of the knowledge source or recipient, thus could not include both. Analyzing the responses from 335 R&D employees of the five firms, the study showed that all antecedents of knowledge transfer - reward, reciprocity, subjective norm, and perceived behavioral control - are influential on knowledge transfer from the knowledge source's perspective. However, from the knowledge recipient's perspective, perceived behavioral control was influential on the quality of knowledge transfer and subjective norm was on the number of knowledge recipients. Expected reward and reciprocity did not show significant influence. This study proved that the necessity of considering both the knowledge source's and the recipient's perspectives when measuring knowledge transfer and the importance of intrinsic motivations, such as subjective norm and perceived behavioral control.

  • PDF

텍스트마이닝과 주경로 분석을 이용한 미발견 공공 지식 추론 - 췌장암 유전자-단백질 유발사슬의 경우 - (Inferring Undiscovered Public Knowledge by Using Text Mining Analysis and Main Path Analysis: The Case of the Gene-Protein 'brings_about' Chains of Pancreatic Cancer)

  • 안혜림;송민;허고은
    • 한국비블리아학회지
    • /
    • 제26권1호
    • /
    • pp.217-231
    • /
    • 2015
  • 본 연구에서는 췌장암의 유전자-단백질 상호작용 네트워크를 구성하고, 관련 연구에서 주요하게 언급되는 유전자-단백질의 유발관계 사슬을 파악함으로써, 췌장암의 원인을 규명하는 실증적인 연구로 이어질 수 있는 미발견 공공 지식을 제공하려 하였다. 이를 위하여 텍스트마이닝과 주경로 분석을 Swanson의 ABC 모델에 적용해 중간 개념인 B를 방향성을 가진 다단계 모델로 확장하고 가장 의미 있는 경로를 도출하였다. 본 연구의 주제가 된 췌장암의 사례처럼 시작점과 끝점조차 한정할 수 없는 미발견 공공 지식 추론에서 주경로 분석은 유용한 도구가 될 수 있을 것이다.

지식공유의 장(場)을 통한 협력네트워크 활성화에 대한 연구 : 비영리조직 네트워크를 중심으로 (A Study on Activation of Network through the Ba of Knowledge Sharing : The case of NPOs Network)

  • 진호석;박상혁;박정선
    • 한국정보시스템학회지:정보시스템연구
    • /
    • 제26권2호
    • /
    • pp.85-104
    • /
    • 2017
  • Purpose The purpose of this study is to improve the efficiency of the activities of loosely connected network organization through the platform(Ba) of knowledge sharing. Loosely connected network organizations have been tried to promote new work and complement the scarce resources through collaborations. NPO(Non-Profit Organization) is essential to establish cooperation networks in order to achieve the public interest on the basis of scarce resources. This study interpreted the Ba on the 'Change-On' program and analyzed the social networks of regional organizations through the activation of the Ba. The 'Change-On' program is conducted for several years to promote the efficiency of the NPO network by Daum Generation Foundation. Design/methodology/approach This study made a design to organize the Ba concept of Nonaka & Konno and presented a case of the Ba activated based on the NPO network of regional order. According to the social network analysis of regional cooperation within the network of participating organizations was extended, it was found that the principal plays a significant role as a central hub made. Findings According to the empirical analysis, this study illustrated that various types of network were formed among NPOs based on the 'Change-On'. Furthermore, the networks surrounding NPOs are extended to the other people connected to them. This means that the network of NPOs had been diversified via the facilitation of the Ba. This study throws new highlights on the new role for the Ba as a network promoter in addition to the partner as a technology-provider in the NPO ecosystem. Moreover, the network analysis between before-and-after can be used for the evaluation of the effectiveness of the various Ba programs.