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clustering and k -means have been used to group actors (journals, authors, etc.) in scholarly networks. On the other hand, techniques such as author co-citation analysis (ACA) have been used to identify disciplines or research specialities. These classic

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. Ma , RM , Dai , QB , Ni , CQ , Li , XL 2009 An author co-citation analysis of information science in China with Chinese Google Scholar search engine, 2004–2006 . Scientometrics 81 1 33 – 46 10.1007/s11192-009-2063-x

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-citation proximity in author co-citation analysis and journal co-citation analysis, and the application of co-citation contextual analysis in traditional co-citation analysis. Related work Co-citation analysis studies the relationship

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) have classified CiteSeer articles into categories by venues. Šingliar and Hauskrecht ( 2006 ) cluster CiteSeer papers by topics based on their references to authors. Author co-citation analysis of CiteSeer documents in the XML research field has been

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literature of hypertext: Author co-citation analysis (1989-1998) . In Proceedings of the tenth ACM conference on hypertext and hypermedia: returning to our diverse roots (pp. 51 – 60 ). New York : ACM Press

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Scientometrics
Authors: Cathelijn J. F. Waaijer, Cornelis A. van Bochove, and Nees Jan van Eck

1998 Visualizing a discipline: An author co-citation analysis of information science, 1972–1995 . Journal of the American Society for Information Science 49 4 327 – 355 . Zhu , S , Takigawa , I

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10 7–8 349 – 362 . White , HD 2003 Pathfinder networks and author co-citation analysis: A remapping of paradigmatic information scientist . Journal of the American Society

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of these manifestations, aggregates of the documents serve as proxies for the variable under study. For example, in author co-citation analysis, the author is comprised of all of the documents he/she has written; in field co-citation analysis, the

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Scientometrics
Authors: Zhong-Yi Wang, Gang Li, Chun-Ya Li, and Ang Li

co-citation analysis of information science, 1972–1995 . Journal of the American Society for Information Science 49 4 327 – 355 .

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sophisticated bibliometric techniques, namely Author Co-Citation Analysis (ACA). However, in the vast majority of the cases (e.g., Cornelius et al. 2006 ; Reader and Watkins 2006 ; Schildt et al. 2006 ), the underlying bibliographic database was the SSCI. A

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