Journal of the Korean Society for Library and Information Science
- P-ISSN1225-598X
- E-ISSN2982-6292
A Study on the Network Generation Methods for Examining the Intellectual Structure of Knowledge Domains
Abstract
Network generation methods to visualize bibliometric data for examining the intellectual structure of knowledge domains are investigated in some detail. Among the four methods investigated in this study, pathfinder network algorithm is the most effective method in representing local details as well as global intellectual structure. The nearest neighbor graph, although never used in bibliometic analysis, also has some advantages such as its simplicity and clustering ability. The effect of input data preparation process on resulting intellectual structures are examined, and concluded that unlike MDS map with clusters, the network structure could be changed significantly by the differences in data matrix preparation process. The network generation methods investigated in this paper could be alternatives to conventional multivariate analysis methods and could facilitate our research on examining intellectual structure of knowledge domains.
- keywords
- 지적 구조, 네트워크 분석, 패스파인더 네트워크, 정보시각화, 계량서지학Intellectual Structure, Network Analysis, Pathfinder Network, Information Visualization, Bibliometrics, 지적 구조, 네트워크 분석, 패스파인더 네트워크, 정보시각화, 계량서지학Intellectual Structure, Network Analysis, Pathfinder Network, Information Visualization, Bibliometrics
Reference
(2003) 복수저자를 고려한 저자동시인용분석 연구 정보학과 컴퓨터과학을 대상으로,
(2004) 17대 의원 네트워크 대해부 8월 24일,
(2005) Studying the emergent 'Global Brain' in large-scale co-author networks and mapping the 'Backbone of Science',
(2003) Visualizing knowledge domains, Information Today, Inc.,
(2002) Term co-occurrence analysis as an interface for digital libraries,
(1999) Visualising semantic spaces and author co-citation networks in digital libraries,
(2003) Mapping Scientific Frontiers: The Quest for Knowledge Visualization, Springer
(2004) Searching for intellectual turning points : Progressive knowledge domain visualization,
(2006a) Information Visualization Beyond the Horizon 2nd edition, Springer
(2006b) CiteSpace II: Detecting and visualizing emerging trends and tran- sient patterns in scientific literature,
(2003) Visualizing evolving networks: Minimum spanning trees versus Pathfinder networks,
(2001) Bibliometric cartography of information retrieval research by using co-word analysis,
(1997) On nearest nei- ghbor graphs,
(1992[cited2005) An information system using associative networks for display and retrieval Department of Computer Science University of Texas Pan American,
(2000) Using CBIR and pathfinder net- works for image database visualization,
(1979) Its Theory and Application in Science,
(2003) Nanote- chnology - An Analysis based on Pu- blications and Patents,
(2003) Longitudinal patent analysis for na- noscale science and engineering: Country, institution and technology field,
(2004) Visibility of collaboration on the Web,
(1956) “On the shortest spanning subtree of a graph and the traveling salesman problem ” Proceedings of the American Mathematical Soci- ety,
(1995) The structure of bio- technology R and D,
(2001) Contrasting views of software engi- neering journals: Author cocitation choices and indexer vocabulary assign- ments,
(1990) “Mapping authors in intellectual space ” Journal of the American Society for Information Science,
(2005) How human information behaviour researchers use each other's work : a basic citation analysis study,
(2004) Pathfinder networks for content based image retrieval based on auto- mated shape feature discovery,
Visualizing cooperation net- works of elite institutions in India,
(2001) Scientific collabo- ration networks. I: Network construction and fundamental results,
(2004) Coauthorship net- works and patterns of scientific collabo- ration,
(2003) Co-citation count vs correlation for influence network visualization,
(2005) Exploratory Social Network Analysis with Pajek, Cambridge University Press
(2002) Social network analysis:also for the information sci- ences,
(1990) Studies in Know- ledge Organization,
(1973) “Co-citation in the sci- entific literature A new measure of the relationship between publications ” Journal of the American Society for Information Science,
(1974) “The structure of scientific literatures I,
(1994) “Mapping changes in science and tech- nology,
(2003) Pathfinder networks and author cocitation analysis: A remapping of paradigmatic information scientists,
(1981) A literature mea- sure of intellectual structure ” Journal of the American Society for Information Science,
(2000) Co-cited author maps as inter- faces to digital libraries designing Pathfinder Networks in the humanities,
(1998) Visualizing a discipline: An author cocitation analysis of information sci- ence, 1972-1995,
- Downloaded
- Viewed
- 0KCI Citations
- 0WOS Citations