Browse > Article
http://dx.doi.org/10.4275/KSLIS.2020.54.2.197

Analyzing the Intellectual Structure of School Library Researches with Citation-Weighted Author Profiling  

Lee, Jae Yun (명지대학교 문헌정보학과)
Publication Information
Journal of the Korean Society for Library and Information Science / v.54, no.2, 2020 , pp. 197-223 More about this Journal
Abstract
In this study, citation-weighted author profiling (CWAP) was developed as a new method that combines the advantages of both author profiling (AP) method and author co-citation analysis (ACA) method. In AP method, words reflect the author's main topics of study. On the other hand, what words reflect in CWAP is topics that the author mainly influences. This enables detailed topic identification, which is the advantage of AP method, and at the same time determines the subjects in which the author has influence, as with ACA method. The proposed CWAP method was applied experimentally to analyze the intellectual structure of school library research in Korea. The results of the trial application revealed in detail what topics each author has a high influence on, and the change of influence over time was also clearly revealed. The CWAP method proposed in this study is expected to be used as a technique to grasp detailed topics from the viewpoint of research influence on which topics the author has been cited for, not as a research productivity perspective of how many papers the author has published.
Keywords
Intellectual Structure Analysis; Profiling Method; Citation Influence; Research Influence; Citation-weighted Author Profiling; School Library Research;
Citations & Related Records
Times Cited By KSCI : 33  (Citation Analysis)
연도 인용수 순위
1 Yu, So-Young, Lee, Jae Yun, Chung, EunKyung and Lee, Boram. 2015. "A Review of Declarations on Appropriate Research Evaluation for Exploring Their Applications to Research Evaluation System of Korea." Journal of the Korean Society for Information Management, 32(4): 249-272.   DOI
2 Yoo, Yeong Jun and Lee, Jae Yun. 2019. "A bibliometric study on foreign reformed theological journals." Journal of the Korean Biblia Society for Library and Information Science, 30(3): 149-170.   DOI
3 Ryoo, Jong-duk and Choi, Eun-Ju. 2011. "A Comparison Test on the Potential Utility between Author Profiling Analysis(APA) and Author Co-Citation Analysis(ACA)." Journal of the Korean Society for Information Management, 28(1): 123-144.   DOI
4 Lee, Byeong-Ki. 2006. "A study on the model of library assisted instruction based on information activities." Journal of Korean Library and Information Science Society, 37(2): 25-46.
5 Lee, Yeon-Ok. 2006. "A Critical Study on School Reading Instruction Policy." Journal of Korean Library and Information Science Society, 37(3): 209-234.
6 Lee, Jae Yun. 2006a. "Towards a New Method for Examining Current Domestic Intellectual Structure of Knowledge Domains." In Proceedings of the 2006 Annual Conference of the Korean Society for Information Management, 145-152.
7 Lee, Lae Yun. 2006b. "Centrality Measures for Bibliometric Network Analysis." Journal of the Korean Society for Library and Information Science, 40(3): 191-214.   DOI
8 Lee, Jae Yun. 2008. "Bibliographic Author Coupling Analysis: A New Methodological Approach for Identifying Research Trends." Journal of the Korean Society for Information Management, 25(1): 173-190.   DOI
9 Lee, Jae Yun. 2012. "Ego-centered topic citation analysis on folksonomy research documents." Journal of the Korean Society for Information Management, 29(4): 295-312.   DOI
10 Kang, Beomil and Park, Ji-Hong. 2013. "Profiling and Co-word Analysis of Teaching Korean as a Foreign Language Domain." Journal of the Korean Society for Information Management, 30(4): 195-213.   DOI
11 Kang, Bora and Kim, Heesop. 2017. "An Analysis of the Digital Library Research Trends in Korea." Journal of the Korean Society for Information Management, 34(3): 49-66.   DOI
12 Kim, Sohee and Suh, Hye-Ran. 2017. "An analytical study on research trends of reading programs in school libraries." Journal of the Korean Biblia Society for Library and Information Science, 28(4): 363-392.   DOI
13 Kwak, Chul-Wan and Chang, Yun-Keum. 2006. "An analysis of the impact of the School Library Revitalization Project." Journal of Korean Library and Information Science Society, 37(4): 143-160.
14 Kwak, Chul-Wan. 2018. "Subject Association Analysis of Big Data Studies: Using Co-citation Networks." Journal of the Korean Society for Information Management, 35(1): 13-32.   DOI
15 Kim, Sung-Jun. 2009. "A Study on Korean Teacher Librarians' Perception of Expertise." Journal of Korean Library and Information Science Society, 40(3): 249-270.   DOI
16 Kim, Jong-Sung. 2013. "Trends analysis of school library research in Korea." Journal of the Korean Biblia Society for Library and Information Science, 24(2): 71-91.   DOI
17 Lee, Jae Yun. 2013. "A comparison study on the weighted network centrality measures of tnet and WNet." Journal of the Korean Society for Information Management, 30(4): 241-264.   DOI
18 Lee, Jae Yun. 2015. "A Generalized Measure for Local Centralities in Weighted Networks." Journal of the Korean Society for Information Management, 32(2): 7-23.   DOI
19 Kim, Jo-Ah and Lee, Jae Yun. 2016. "Analyzing the research fronts of women's studies in Korea using citation image makers profiling." Journal of the Korean Society for Information Management, 33(2): 201-225.   DOI
20 Kim, Jong-sung. 2006. "A Study on the Instructional Contents and Strategies for School Library Media Specialist Education." Journal of the Korean Biblia Society for Library and Information Science, 17(1): 135-159.
21 Kim, Pan Jun and Suh, Hye-Ran. 2012. "A study on the analysis of intellectual structure of electronic records research in Korea using profiling." Journal of Korean Society of Archives and Records Management, 12(2): 29-50.
22 Kim, Panjun and Lee, Jae Yun. 2007. "Descriptor profiling for research domain analysis." Journal of the Korean Society for Information Management, 24(4): 285-303.   DOI
23 Jeong, Do-Heon and Joo Whang-Soo. 2018. "Discovering Interdisciplinary Convergence Technologies Using Content Analysis Technique Based on Topic Modeling." Journal of the Korean Society for Information Management, 35(3): 77-100.   DOI
24 Lee, Jae Yun. 2017. "Deep learning research trends analysis with ego centered topic citation analysis." Journal of the Korean Society for Information Management, 34(4): 7-32.   DOI
25 Lee, Jee Yoen and Kam, Miah. 2018. "Exploration on Possibility of the Disciplinary Convergence of the User Studies and the Research in Practice." Journal of the Korean Society for Information Management, 35(1): 129-155.   DOI
26 Lee, Ji Won. 2019. "A Study on Analysis of Research Trends and Intellectual Structure of Cataloging Field." Journal of the Korean Society for Information Management, 36(4): 279-300.   DOI
27 Chung, Eunkyung. 2019. "An Investigation on Scientific Data for Data Journal and Data Paper." Journal of the Korean Society for Information Management, 36(1): 117-135.   DOI
28 Cho, Hyun-Yang. 2012. "A study on the analysis of intellectual structure of Korean veterinary sciences." Journal of Information Management, 43(2): 43-66.   DOI
29 Choi, Eun-jin. 2016. "Intellectual Structure and Network of "China Study" in China: An Endeavor to a New Analysis Method Adapting Text Mining Technic." Journal of Northeast Asian Studies, 21(2): 67-88.
30 Choi, Eun-jin. 2017. "The Intellectual Network of Major Researches on Fu Sinian傅斯年 in China and Its Implications." SARIM, The Historical Journal, 62: 295-329.   DOI
31 Kim, Hea-Jin and Song, Min. 2017. "Construction of Research Fronts Using Factor Graph Model in the Biomedical Literature." Journal of the Korean Society for Information Management, 34(1): 177-195.   DOI
32 Kim, Pan-Jun. 2011. "Domain analysis of reading research in Korea using author profiling." Journal of the Korean Biblia Society for Library and Information Science, 22(4): 21-44.   DOI
33 Kim, Hyungjung. 2017. "A Study on the Intellectual Structure of Data Science Using Co-Word Analysis." Journal of the Korean Society for Information Management, 34(4): 101-126.   DOI
34 Kim, Hyungjung. 2018. "A Study on Research Trends of Library Science and Information Science Through Analyzing Subject Headings of Doctoral Dissertations Recently Published in the U.S." Journal of the Korean Society for Information Management, 35(3): 11-39.   DOI
35 Hahm, Myung-Sik. 2008. "A Study on the 'Information and the Library' Curriculum and the Roles of Teacher-Librarians." Journal of the Korean Society for Library and Information Science, 42(3): 169-188.   DOI
36 Choi, Hyung Wook and Chung, EunKyung. 2017. "An Investigation on Characteristics and Intellectual Structure of Sociology by Analyzing Cited Data." Journal of the Korean Society for Information Management, 34(3): 109-124.   DOI
37 Choi, Hyung Wook, Choi, Ye-Jin and Nam, So-Yeon. 2018. "Time Series Analysis of Intellectual Structure and Research Trend Changes in the Field of Library and Information Science: 2003 to 2017." Journal of the Korean Society for Information Management, 35(2): 89-114.   DOI
38 Han, Yoon-Ok and Kwak, Chul-Wan. 2004. "A study of the cooperation models between school library and public library." Journal of Korean Library and Information Science Society, 35(1): 337-357.
39 Adams, J., McVeigh, M., Pendlebury, D. and Szomszor, M. 2019. Profiles, Not Metrics. Clarivate Analytics.
40 Edwards, B. and Fisher, B. 2002. Libraries and Learning Resource Centres. Oxford: Architectural Press.
41 Kim, Heejung and Lee, Jae Yun. 2009. "Archiving research trends in LIS domain using profiling analysis." Scientometrics, 80(1): 75-90   DOI
42 Kogut, A. 2019. "Information transfer in articles about libraries and student success." The Journal of Academic Librarianship, 45(2): 137-145.   DOI
43 Small, H. G. 1973. "Co-Citation in the Scientific Literature: A New Measure of the Relationship Between Two Documents." Journal of the American Society for Information Science, 24(4): 265-269.   DOI
44 Park, Jong Do. 2019. "A Study on Issue Tracking on Multi-cultural Studies Using Topic Modeling." Journal of the Korean Society for Library and Information Science, 53(3): 273-289.   DOI
45 Kim, Heesop and Kang, Bora. 2019. "Analysis of Research Topics among Library, Archives and Museums using Topic Modeling." Journal of Korean Library and Information Science Society, 50(4): 339-358.   DOI
46 Park, Eun Sol. 2020. Analysis of the intellectual structures of HRD field in Korea through author profiling. Ph.D Thesis, Department of Education, Graduate School of Korea University.
47 Park, Ja-Hyun and Song, Min. 2013. "A study on the research trends in library & information science in Korea using topic modeling." Journal of the Korean Society for Information Management, 30(1): 7-32.   DOI
48 Park, Jinkyeun, Kim, Taekyoun and Song, Min. 2017. "Entitymetrics Analysis of the Research Works of Dong-ju Yun using Textmining." Journal of the Korean Biblia Society for Library and Information Science, 28(1): 191-207.   DOI
49 White, H. D. 2000. "Toward ego-centered citation analysis." In B. Cronin and H. B. Atkins (Eds.), The web of knowledge: A festschrift in honor of Eugene Garfield. NJ: Information Today, Inc: 475-496.
50 Park, JunHyeong and Oh, Hyo-Jung. 2017. "Comparison of Topic Modeling Methods for Analyzing Research Trends of Archives Management in Korea: focused on LDA and HDP." Journal of Korean Library and Information Science Society, 48(4): 235-258.   DOI
51 Song, Gi-Ho. 2007. "Development of the Integrated Curriculum as the Activation Strategy of the School Library Instruction." Journal of Korean Library and Information Science Society, 38(4): 87-116.   DOI
52 Shin, You Mi and Park, Ok Nam. 2019. "An Analytical Study on Research Trends of Collection Development and Management." Journal of the Korean Society for Information Management, 36(2): 105-131.   DOI
53 Yoo, Sarah. 2017. "A diagnostic study of research trends of school library and teaching librarian." Journal of the Korean Biblia Society for Library and Information Science, 28(4): 181-201.   DOI
54 Lee, Jae Yun and Chung, Eunkyung. 2014. "A Comparative Analysis on Multiple Authorship Counting for Author Co-citation Analysis." Journal of the Korean Society for Information Management, 31(2): 57-77.   DOI
55 White, H. D. and Griffith, B. C. 1981. "Author Cocitation: A Literature Measure of Intellectual Structure." Journal of the American Society for Information Science, 32(3); 163-171.   DOI
56 Lee, Jae Yun, Kim, Pan Jun, Gang, Dae-Sin, Kim, Hee-Jung, Yu, So-Young and Lee, Woo-Hyoung. 2011. "A bibliometric analysis on LED research." Journal of Information Management, 42(3): 1-26.   DOI
57 Lee, Jae Yun, Kim, Hee-Jeon and Ryoo, Jong-Duk. 2010. "Examining the intellectual structure of housing studies in Korea with text mining and factor analysis." Journal of the Korean Society for Library and Information Science, 44(2): 285-308.   DOI
58 Lee, Jae Yun and Choi, Sanghee. 2011. "Intellectual structure and infrastructure of informetrics: Domain analysis from 2001 to 2010." Journal of the Korean Society for Information Management, 28(2): 11-36.   DOI
59 Lee, Jae Yun. 2003. "A study on the pivoted inverse document frequency weighting method." Journal of the Korean Society for Information Management, 20(4): 233-248.   DOI