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Combining Ego-centric Network Analysis and Dynamic Citation Network Analysis to Topic Modeling for Characterizing Research Trends (자아 중심 네트워크 분석과 동적 인용 네트워크를 활용한 토픽모델링 기반 연구동향 분석에 관한 연구)

  • Yu, So-Young
    • Journal of the Korean Society for information Management
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    • v.32 no.1
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    • pp.153-169
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    • 2015
  • The combined approach of using ego-centric network analysis and dynamic citation network analysis for refining the result of LDA-based topic modeling was suggested and examined in this study. Tow datasets were constructed by collecting Web of Science bibliographic records of White LED and topic modeling was performed by setting a different number of topics on each dataset. The multi-assigned top keywords of each topic were re-assigned to one specific topic by applying an ego-centric network analysis algorithm. It was found that the topical cohesion of the result of topic modeling with the number of topic corresponding to the lowest value of perplexity to the dataset extracted by SPLC network analysis was the strongest with the best values of internal clustering evaluation indices. Furthermore, it demonstrates the possibility of developing the suggested approach as a method of multi-faceted research trend detection.

Research Trend of Entrepreneurship in Korea (기업가정신 및 창업 관련 국내 연구 동향)

  • Han, Yoo-Jin
    • Journal of Digital Convergence
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    • v.14 no.12
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    • pp.121-131
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    • 2016
  • This research aims to analyze domestic articles related to entrepreneurship and elicit implications for future research. To this end, bibliometric analysis was conducted for the authors and titles of 1,887 articles published in the Korean Citation Index between 1997 and 2016. First, in the author analysis, Dae Yong Chung, Bong Sik Bin & Jeong Ki Park, and Sung Sik Bahn were noticeable in terms of the number of articles, the number of citation and the formation of the researchers' network. Second, in the title analysis, the characteristics of entrepreneurs and education in entrepreneurship, entrepreneurial strategies and case studies, the empirical analyses regarding entrepreneurial performance, investment in startups, and Korean IT companies were found to be the most active research fields. The results of this study can be used in selecting co-researchers and exploring research areas in the future.

A Scientometric Study SCI Impact Factors of Major Korean Medical Jernals: 1991-1999 (한국 의학학술지의 SCI영향력지표 계량측정 연구 : 1991년-1999년)

  • 이춘실
    • Journal of the Korean Society for information Management
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    • v.18 no.1
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    • pp.85-104
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    • 2001
  • The purpose of the study is to investigate the international standings of Korean medical journals and to provide a concrete journal evaluation data. The SciSearch database was searched for the 7,779 papers published in 8 Korean medical journals between 1989 and 1998. The frequency of citation to each journal was measured for each year, and the journal impact factor was calculated from 1991 to 1999 exactly as it is calculated in the Jour~~lnl Citation Reports (JCR). The Korean-language journals were rarely cited in SCI, even though the journals were of the medical areas where Korean researchers published a great deal of SCI papers. The number of citations to English-language journals started to grow from 1994 and increased rapidly from 1997. The citation interval is getting shorter, resulting in the drastic increases in the impact factors in the recent years. The nine-year averages of impact factors of the journals were distributed between 0.002 and 0.126. The international standings of Korean medical journals are very poor. When the impact factors were compared to those of SCI journals in the same subject category, Korean-language journals fell below the last SCI journals ranked by the impact factor, and the English-language journals were at the bottom among the SCI journals. The impact factors of 3 English-language Korean medical journals were about 2.0 when they became SCI journals in the late 1990s.

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Research on the Holding Value of Academic Journals Based on the Half-Life Index-Number in Science and Technology (과학기술분야 학술잡지의 반감기 측정에 의한 소장 가치 연구)

  • So, Min-Ho;Ko, Seong-Soon
    • Journal of Korean Library and Information Science Society
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    • v.39 no.4
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    • pp.377-395
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    • 2008
  • This article aims to help decide until when a library has to hold journal volumes for user efficiency by measuring the value of academic journals to find the frequency of journal use over the elapsed time based on the half-life index-number of literature obsolescence by Burton & Kebler. Four general subjects categories in science was analyzed. (4 detailed subjects in mathematics, 12 in physics, 12 in chemistry, 14 in technology was selected.) As a result, citation ages are $20{\sim}29$ years in mathematics, $8{\sim}11$ in physics, chemistry, and technology. Average half-life indexes are 11.22 year in mathematics, 7.5 in physics, 8.4 in chemistry, and 8.88 in technology.

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Investigation of SCI Journal Selection Process for the Journals of Korean Traditional Medicine (한국한의학 관련학회지의 SCI등재를 위한 준비과정에 관한 고찰)

  • Kim, Hyun-Do;Kang, Tae-Sik;Kwon, Ki-Rok
    • Journal of Pharmacopuncture
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    • v.6 no.3
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    • pp.87-90
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    • 2003
  • The purpose of this study is to investigate and analyze the selection process of the Science Citation Index(SCI). SCI has been the benchmarking medium of scientific journals for over 40 years by reviewing thousands of journals published each year. The discipline of Traditional Oriental Medicine has been gaining global interest in recent years, yet the number of related journals indexed by SCI has been minimal. Korean Medicine has been producing number of quality journals for decades, but lack of journals in the English language and other problems has hindered consideration for registering with SCI. This paper will focus on the journal selection process at ISI and recommend the criteria needed for a journal to be considered for SCI selection.

A Study on the Relationship between the Review Results of Articles and Impact Metrics in an Open Peer Review Platform (오픈 피어 리뷰 환경에서 학술 논문 심사 결과와 영향력 지표 간의 관련성에 관한 연구)

  • Jane Cho;Jong-Do Park
    • Journal of the Korean Society for Library and Information Science
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    • v.57 no.2
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    • pp.79-96
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    • 2023
  • This study analyzed the open peer review results for 585 papers in the field of social sciences in F1000Research, a representative OPR(Open Peer Review) platform, and checked the relationship between the number of cited-by, altmetrics and review score. In addition, by verifying whether the review score shows a moderating effect between the relationship between the utilization of the paper and the cited-by, it was confirmed whether the paper evaluated as high quality in the open review platform can promote the number of cited-by. As a result of the analysis, first, there was no significant difference in the number of cited-by between the approved and conditionally approved paper groups, but the converted review score and the number of cited-by showed a weak positive correlation (r = 0.40 - 0.60). Second, the review score showed a weak correlation with the altmetrics, and it was analyzed that review result could weakly predict the number of cited-by and social impact. Finally, it was verified that the review score performed a significant positive moderating effect (B=1.69, P < 0.01) in making the use of the paper lead to citation. As a result of the conditional effect test, it was verified that it showed the greatest effect(B=11.32, 95% CI [10.57, 12.08]) in the group of papers rated as the highest quality. Therefore, it was analyzed that the open review scores can help researchers select high quality papers and induce citations.

Recent Trends of the Scientific Publication Patterns of Korean Thoracic and Cardiovascular Surgeons (대한민국 흉부외과 의사들의 논문저술경향의 변화)

  • Lim, Cheong
    • Journal of Chest Surgery
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    • v.42 no.5
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    • pp.561-565
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    • 2009
  • Background: There haven't been any papers that have analyzed the recent trends in the changing attitudes and results of Korean thoracic and cardiovascular surgeons who submit scientific papers to the major cardiothoracic journals. Material and Method: I analyzed the original articles that were published in the major cardiothoracic surgery journals from 1995 to 2008 by Korean thoracic and cardiovascular surgeons. The data was retrieved from the internet websites of Pubmed, three major international SCI (Science Citation Index) journals and the Korean Journal of Thoracic and Cardiovascular Surgery. I then analyzed the data according to the chronological year, the subjects and the subspecialties. Result: The total number of original articles in the three international journals was 14,629. Among them, the number of articles written by Korean scientists was 157 (1.07%). A sharp increase was identified from 28 articles out of 7,674 articles (0.36%) prior to 2002, to 129 articles out of 6,955 articles (1.83%) after 2003. On the other hand, the annual number of articles in the Korean Journal was markedly decreased from 126.8 articles by 1999 to 80.0 articles after 2000. The annual number of articles in the Korean Journal was also decreased from 58.8% by 1999 to 48.3% after 2000. Conclusion: There was an observed increase in submitting articles to the international SCI journals after 2000 rather than to the Korean journal. The proportion of original articles in the Korean journal is also decreasing. I think we need to pay special attention to improve the quality and quantity of articles published in the Korean journal.

Examining the Knowledge Structure in the Communication Field: Author Cocitation Analysis for the Editorial Board of the Journal of Communication, 2008 and 2011 (Journal of Communication의 편집위원회에 대한 저자동시인용분석을 이용한 언론학 분야의 지적구조와 사회적 배경 분석: 2008년과 2011년 비교)

  • Kim, Hyun-Jung
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.23 no.2
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    • pp.109-132
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    • 2012
  • This study examines the social network of scholars in the field of communication by using author cocitation data. A matrix containing the number of cocited documents between pairs of authors is created for social network analysis of scholars who are on the editorial board of Journal of Communication, and the networked map of the scholars is used to visualize the knowledge structure of the field by identifying groups of authors who are more central than others. In addition, the study compares the previous analysis performed in 2008 and the current analysis on the editorial board of the journal, which increased from 146 to 254 scholars in numbers. Author cocitation data was collected using Social Science Citation Index (SSCI) through the Web of Science database, and UCInet was used to create and visualize the author cocitation network and to analyze the correlation between the cocitation network and the factors that may have affected the structure of the cocitation network.

Acknowledgement Types and Bibliometric Characteristics of Library and Information Science Journal Articles (문헌정보학 학술지 논문의 사사표기 유형 구분과 계량서지적 특성 연구)

  • Yeonmi Jang;Jae Yun Lee
    • Journal of the Korean Society for information Management
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    • v.41 no.1
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    • pp.313-338
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    • 2024
  • In this study, we aimed to identify the types of acknowledgments in Korean LIS journal articles and to find out whether there are differences in the bibliometric characteristics of journal articles based on the types of acknowledgments. For the analysis, the acknowledgments, references, and citation counts of 2,143 articles published in four representative journals in the field of library and information science in Korea for nine years from 2013 to 2021 were obtained as data. We analyzed the contents of 1,433 acknowledgments in 1,311 articles (61.2% of all articles) to divide them into types and then examined the bibliometric characteristics of each type of article. The acknowledgment types were broadly divided into the 'ethics' type (avoiding duplicate publication) and 'thanks' type, which were further subdivided into 9 and 10 types, respectively. We examined the number of references, recency of references, and citations as bibliometric characteristics, and found that all of these characteristics differed between the types of acknowledgements.

An Analysis of Globalization Trends in the Korean Scientific Knowledge: Investigating the Factors of the Scientific Collaboration Structure in the Science Citation Indexed Journals published in Korea (한국 과학지식의 세계화 추이 분석: 한국 SCI 저널의 발전 양상과 분야별 차이)

  • Kim, Young Jin
    • Journal of Science and Technology Studies
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    • v.12 no.2
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    • pp.1-31
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    • 2012
  • Rapid globalization process is applying to Science field in Korea. Until now, most researches and government's announcement used to examine the scientific level of Korea by using the number of publications in the SCI Journals. I investigate other aspects of the scientific globalization: a scientific collaboration trend, participations of foreign researchers, and the national level of collaboration networks. There are increasing patterns in collaboration and foreign researchers' participation, and the Impact Factors of the Journals were preceded by inflating trend in the participations of foreign researchers. Also, the breadth and the density are different from each science fields in the national level of collaboration networks. These findings are related to the process of globalization in the Korean science journals and the science fields.

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