• Title/Summary/Keyword: 공저자네트워크

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The Research Features Analysis of Leisure and Recreation based on Co-authors Network and Topic Model (공저자 네트워크 및 토픽 모델링 기반 여가레크리에이션 학술 연구 특징 분석)

  • Park, SungGeon;Park, Kwang-Won;Kang, Hyun-Wook
    • 한국체육학회지인문사회과학편
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    • v.57 no.2
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    • pp.279-289
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    • 2018
  • The purpose of this study is to investigate features of leisure and recreation scholarship study in The Korean Journal of physical education based on co-authors network and topic modeling through using Word Cloud and LDA Topic Modeling(Latent Dirichlet Allocation). The data collected for this study are 2,697 papers published online from January 2008 to March 2017 on the Korean journal of physical education. Respectively ordered analysis targets are the major author, author of correspondence, co-author 1, co-author 2, co-author n in related document to explore studies' trends using the 369 documents. As a result, the co-author network analysis result found that 451 were linked to the research network, on average researchers had 1.52 relationships and the average distance between researchers was 2.33. The Representative author's concentration of connection was ranked high in the order of the following, Lee. K. M., Hwang. S. H., H., Lee. C. S., and proximity centers were shown in Seo K. B., Han. J. H., Kim. K. J. Finally, parameter-centric features appeared in order of Lee. C. W. and Seo. K. B. was most actively connected between the researchers of the leisure-related academic papers. Future research needs discussions among scholars regarding the trend and direction of future leisure research.

A Study on the Research Trends of Archives Management in Korea: Focused on the Journal of Records Management & Archives Society of Korea and The Korean Journal of Archival Studies (기록관리학 분야 국내 학술지의 연구동향에 관한 연구: 「한국기록관리학회」와 「기록학연구」를 중심으로)

  • Sohn, Hye In;Nam, Young Joon
    • Journal of the Korean Society for information Management
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    • v.33 no.1
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    • pp.85-110
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    • 2016
  • In recent years, Korea's archives management is reestablished as an academic subject. This study presents the interdisciplinarity and the research trend of Archives management in Korea. For the study, 681 articles from Journal of Records Management & Archives Society of Korea and The Korean Journal of Archival Studies published between 2000 and 2015 is analyzed. In this articles, author's background (agency, job, discipline) and subject is extracted. Cross-tabulation analysis and network analysis are used as major methods. The summary of the study is as follows: First, there are distinct difference between two journals about researcher's backgrounds. Second, joint-research is gradually increasing and the majority of co-authors are belong to the university. Third, two journals show different research trend. Finally, each institution have different interest about specific subjects.

Automatic Recommendation of Panel Pool Using a Probabilistic Ontology and Researcher Networks (확률적 온톨로지와 연구자 네트워크를 이용한 심사자 자동 추천에 관한 연구)

  • Lee, Jung-Yeoun;Lee, Jae-Yun;Kang, In-Su;Shin, Suk-Kyung;Jung, Han-Min
    • Journal of the Korean Society for information Management
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    • v.24 no.3
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    • pp.43-65
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    • 2007
  • Automatic recommendation system of panel pool should be designed to support universal, expertness, fairness, and reasonableness in the process of review of proposals. In this research, we apply the theory of probabilistic ontology to measure relatedness between terms in the classification of academic domain, enlarge the number of review candidates, and rank recommendable reviewers according to their expertness. In addition, we construct a researcher network connecting among researchers according to their various relationships like mentor, coauthor, and cooperative research. We use the researcher network to exclude inappropriate reviewers and support fairness of reviewer recommendation process. Our methodology recommending proper reviewers is verified from experts in the field of proposal examination. It propose the proper method for developing a resonable reviewer recommendation system.

Bibliometric Network Analysis on Supply Chain Risk Management Research (공급사슬 리스크 관리 연구동향 분석: 네트워크 분석을 중심으로)

  • Pyun, Jebum;Rha, Jin Sung
    • Journal of Korea Society of Industrial Information Systems
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    • v.23 no.6
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    • pp.125-138
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    • 2018
  • Recently, most firms have difficulties in predicting business context due to uncontrollable factors such as natural disasters, terrorism, social and political interests, as well as market factors such as rapid technological change, diversification of customer needs, and intensification of competition with competitors, thereby increasing the importance of risk management. The purpose of this study is to analyze trends of the risk management field concentrating on SCM, which is increasingly interested, and to identify key researches in this field and provide useful academic information. This study collected the information of the articles published in journals using the Scopus database, and analyzed both the network generated by keywords proposed in the articles and the network generated by the information for citations and co-authorship.

Network Analysis of Enterprises' Cooperated Collaboration Research for Disaster and Safety Management (재난안전분야 기업협력 공동연구에 대한 네트워크 분석)

  • Lee, Hyang-ee;Lim, Soojeong;Park, Dugkeun
    • Journal of Korea Technology Innovation Society
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    • v.21 no.1
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    • pp.300-330
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    • 2018
  • Enterprises' participation in the collaboration research is one of the effective and typical methods through which technologies go into the market or are transferred to other sectors. This study reviews enterprises' participated collaboration research and analyzes their network for disaster and safety management area. From 2005 to 2016, 786 technical papers from four representative journals for disaster and safety management in Korea are compiled based on the authors whose affiliations are from enterprises. During the research period, collaboration research is found to be in an increasing trend in general. However, the number of technical papers with three or less authors is in a decreasing trend, whereas that with four or more authors is in an increasing trend. This fact implies that the range of enterprises' collaboration research is widening. Technical paper productivity and each entity's collaboration network are evaluated using participation-weight based author score. Over the research period, a few universities, which attract most of the enterprises, are found to have higher productivities and centralities. Public enterprises show higher participation weights. Also, sectors such as construction, engineering, and electronics demonstrate higher weights. This study is particularly meaningful because enterprises' participation status in collaboration research for disaster and safety management area is systematically analyzed for the first time in Korea. The network analysis result from this study will be especially helpful in establishing technology transfer strategy.

Network Analysis Based the Trends in International Conference on Appropriate Technology (ICAT) (네트워크 분석 기반 적정기술국제학회의 최근 연구동향 분석)

  • Kwak, Jeeyoon;Jeong, Seongpil
    • Journal of Appropriate Technology
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    • v.7 no.1
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    • pp.85-92
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    • 2021
  • The research topics of the appropriate technology include environment, medical, education, and energy etc. Therefore, having a review on appropriate technology requires huge efforts of specialists from many difference research areas. Social network analysis has been applied to understand the relationships among the components in the network and to provide insights by visualizing the huge network having many components. In this study, the co-authors and their research topics at the international conference on appropriate technology (ICAT) held by Academic Society for Appropriate Technology (ASAT) from 2017 to 2019 were analyzed using the statistical and visualization tools. The networks between co-authors were analyzed using the pretreated data which were collected from ASAT. The annual trend or characteristics of the general information on ICAT were also analyzed.

A study on the design of the paper feeding process based on interest information and author identification (관심정보 및 저자식별 기반 논문 피딩 프로세스 설계에 관한 연구)

  • Han, Sangjun;Shin, Jaemin;Park, Junghun
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.11a
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    • pp.339-340
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    • 2022
  • 연구개발 활동을 지원하는 웹서비스 ScienceON은 논문, 특허, 연구보고서, 정책동향 정보뿐만 아니라 연구에 필요한 다양한 기능과 인프라를 통합적으로 제공하고 있다. 하지만 개인 데스크톱에서 활용이 용이한 검색 중심의 웹서비스는 언제 어디서나 쉽게 학술정보를 활용하고자 하는 사용자 요구를 충족시키기 어려운 문제가 있다. 연구자가 모바일 환경에서 쉽게 학술정보를 이용할 수 있는 환경을 제공하기 위해 본 논문에서는 검색 중심이 아닌, 개인의 관심정보와 논문 저자 식별 기반의 논문 피딩(feeding) 프로세스를 제안한다. 관심 분야 및 키워드 기반의 최신논문과 인기논문을 실시간으로 제공하고, 공저자 네트워크 및 저자 식별정보를 활용하여 최적화된 추천 논문을 제공한다. 또한 논문 중심의 커뮤니티를 제공하여 연구 활동 및 논문에 관한 다양한 의견 교환 채널로도 활용될 수 있다.

The Framework of Research Network and Performance Evaluation on Personal Information Security: Social Network Analysis Perspective (개인정보보호 분야의 연구자 네트워크와 성과 평가 프레임워크: 소셜 네트워크 분석을 중심으로)

  • Kim, Minsu;Choi, Jaewon;Kim, Hyun Jin
    • Journal of Intelligence and Information Systems
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    • v.20 no.1
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    • pp.177-193
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    • 2014
  • Over the past decade, there has been a rapid diffusion of electronic commerce and a rising number of interconnected networks, resulting in an escalation of security threats and privacy concerns. Electronic commerce has a built-in trade-off between the necessity of providing at least some personal information to consummate an online transaction, and the risk of negative consequences from providing such information. More recently, the frequent disclosure of private information has raised concerns about privacy and its impacts. This has motivated researchers in various fields to explore information privacy issues to address these concerns. Accordingly, the necessity for information privacy policies and technologies for collecting and storing data, and information privacy research in various fields such as medicine, computer science, business, and statistics has increased. The occurrence of various information security accidents have made finding experts in the information security field an important issue. Objective measures for finding such experts are required, as it is currently rather subjective. Based on social network analysis, this paper focused on a framework to evaluate the process of finding experts in the information security field. We collected data from the National Discovery for Science Leaders (NDSL) database, initially collecting about 2000 papers covering the period between 2005 and 2013. Outliers and the data of irrelevant papers were dropped, leaving 784 papers to test the suggested hypotheses. The co-authorship network data for co-author relationship, publisher, affiliation, and so on were analyzed using social network measures including centrality and structural hole. The results of our model estimation are as follows. With the exception of Hypothesis 3, which deals with the relationship between eigenvector centrality and performance, all of our hypotheses were supported. In line with our hypothesis, degree centrality (H1) was supported with its positive influence on the researchers' publishing performance (p<0.001). This finding indicates that as the degree of cooperation increased, the more the publishing performance of researchers increased. In addition, closeness centrality (H2) was also positively associated with researchers' publishing performance (p<0.001), suggesting that, as the efficiency of information acquisition increased, the more the researchers' publishing performance increased. This paper identified the difference in publishing performance among researchers. The analysis can be used to identify core experts and evaluate their performance in the information privacy research field. The co-authorship network for information privacy can aid in understanding the deep relationships among researchers. In addition, extracting characteristics of publishers and affiliations, this paper suggested an understanding of the social network measures and their potential for finding experts in the information privacy field. Social concerns about securing the objectivity of experts have increased, because experts in the information privacy field frequently participate in political consultation, and business education support and evaluation. In terms of practical implications, this research suggests an objective framework for experts in the information privacy field, and is useful for people who are in charge of managing research human resources. This study has some limitations, providing opportunities and suggestions for future research. Presenting the difference in information diffusion according to media and proximity presents difficulties for the generalization of the theory due to the small sample size. Therefore, further studies could consider an increased sample size and media diversity, the difference in information diffusion according to the media type, and information proximity could be explored in more detail. Moreover, previous network research has commonly observed a causal relationship between the independent and dependent variable (Kadushin, 2012). In this study, degree centrality as an independent variable might have causal relationship with performance as a dependent variable. However, in the case of network analysis research, network indices could be computed after the network relationship is created. An annual analysis could help mitigate this limitation.

Social Network Analysis of Professional Groups based on Co-author and Review Networks (전문가 그룹의 소셜 네트워크 분석: 국내 학술지 공저자 및 심사자 네트워크를 중심으로)

  • Kim, Injai;Choi, Jaewon;Kim, Kihwan;Min, Geumyoung
    • Journal of Information Technology Services
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    • v.13 no.1
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    • pp.181-196
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    • 2014
  • Many studies have been studied in the Information Technology (IT) area such as Information Systems, Business, Industrial Engineering, Computer Science, Data Analytics and so on. Although various fields for IT exist, searching experts and reviewers in IT journals are subjective. The related journals have made efforts to assign experts for the qualified review. This study conducted developing the framework for understanding and evaluating the experts among co-authors and reviewers through social network analysis. To explore the findings, we collected data of the co-authored network and the reviewer network of the Korea Society of IT Services Journal. Totally, 545 authors for submissions and 314 co-authors were used for analyzing the co-authored network. To analyze the network, we divided two networks as a network for 545 papers and a network of 316 papers excluded 229 single authored-papers. In the findings, we found out various researchers published their papers with collaborations. Also, authors who have high scores of centrality can be said as experts for specific fields. In addition, we analyzed 358 data of reviewers from 2005 to 2011. About 50 reviewers have reviewed the submitted papers based on their expertise since 2005. Peculiarly, the expertise and the qualified review in Korea Society of IT Services Journal were identified in that almost reviewers do not review various papers at a time based on low degree measures and network density.

A Study on Co-authorship Network in the Journals of a Branch of Logistics (물류 분야 학술지의 공저자 네트워크 및 연구주제 분석)

  • Lim, Hye-Sun;Chang, Tai-Woo
    • IE interfaces
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    • v.25 no.4
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    • pp.458-471
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    • 2012
  • In this study, we investigate the cooperative relationships between researchers who have co-authorship in the logistics-related journals in Korea by using social network analysis (SNA). We analyzed the co-authorship data of 781 articles published from 2005 to 2011 in four journals of 'Logistics Study', 'Journal of Korean Society of SCM', 'Korea Logistics Review' and 'Journal of Shipping and Logistics.' We examined the trend of cooperative research in the field of logistics with basic data of the co-authorship network. Then, we analyzed structural properties of the network and the sub-networks of research groups having co-authorship. We could verify the authors who play important roles within the network by using SNA indicators. In addition, we constructed the keyword networks based on the keyword data of all articles by research groups in order to understand the research topics of each group, and thereby we could draw several implications on the cooperative researches in the field of logistics.