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Morris, Steven A.; Yen, G.; Wu, Zheng; Asnake, Benyam – Journal of the American Society for Information Science and Technology, 2003
Research fronts, defined as clusters of documents that tend to cite a fixed, time invariant set of base documents, are plotted as time lines for visualization and exploration. Illustrates the construction, exploration, and interpretation of time lines for identifying and visualizing temporal changes in research activity through journal articles.…
Descriptors: Bibliographic Coupling, Cluster Analysis, Journal Articles, Scholarly Journals
Peer reviewed Peer reviewed
Chen, Chaomei; Cribbin, Timothy; Macredie, Robert; Morar, Sonali – Journal of the American Society for Information Science and Technology, 2002
Discusses information visualization and cocitation analysis and demonstrates the use of an integrative approach to visualizing and tracking the development of competing scientific paradigms. Assumes that a cluster of highly cited and cocited scientific publications in a cocitation network represents the core of a predominant scientific paradigm.…
Descriptors: Case Studies, Citation Analysis, Cluster Analysis, Information Science
Peer reviewed Peer reviewed
Borner, Katy; Chen, Chaomei; Boyack, Kevin W. – Annual Review of Information Science and Technology (ARIST), 2003
Reviews visualization techniques for scientific disciplines and information retrieval and classification. Highlights include historical background of scientometrics, bibliometrics, and citation analysis; map generation; process flow of visualizing knowledge domains; measures and similarity calculations; vector space model; factor analysis;…
Descriptors: Bibliometrics, Classification, Cluster Analysis, Factor Analysis