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  • 1 School of Information Management, Wuhan University, Wuhan, China
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Abstract

Through analysis of problems of keywords and indexes used in co-word analysis, we find that the key to solving these problems is to integrate experts’ knowledge into co-word analysis. Therefore, this paper proposes a new co-word analysis: semantic-based co-word analysis which can integrate experts’ knowledge into co-word analysis effectively. The performance of this method has been proved to be very good. It can solve problems on keywords and indexes used in co-word analysis effectively and can improve the veracity of co-word analysis. Using this method, the research filed of “human intelligence network” in China has been analyzed. According to the analysis result, we point out that there are four research focuses on it in China now. They are “methods and theories of human intelligence network”, “human intelligence network”, “competitive intelligence system (CIS for short)”, “the construction and visualization of human intelligence network”. The findings of this study not only advance the state of co-word analysis research but also shed light on future research directions.

  • Baldwin, C, Hughes, J, Hope, T, Jacoby, R, Ziebland, S 2003 Ethics and dementia: Mapping the literature by bibliometric analysis. International Journal of Geriatric Psychiatry 18:4154 .

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Bauin, S, Michelet, B, Schweighoffer, MG, Vermeulin, P 1991 Using bibliometrics in strategic analysis: “understanding chemical reactions” at the CNRS. Scientometrics 22 1 113 .

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Borner, K Chaomei Chen Boyack, KW 2003 Visualizing knowledge domains. Annual Review of Information Science and Technology (ARIST) 37:179255 .

  • Callon, M, Courtial, JP, Turner, WA, Bauin, S 1983 From translations to problematic networks: An introduction to co-word analysis. Social Science Information 22:191235 .

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Callon, M, Courtial, J-P, Turner, W 1986 Future developments M Callon J Law A Rip eds. Mapping the dynamics of science and technology: Sociology of science in the real world Macmillan London 211217.

    • Search Google Scholar
    • Export Citation
  • Callon, M, Law, J, Rip, A 1986 Putting texts in their place M Callon J Law A Rip eds. Mapping the dynamics of science and technology: Sociology of science in the real world Macmillan London 221230.

    • Search Google Scholar
    • Export Citation
  • Callon, M, Courtial, JP, Laville, F 1991 Co-word analysis as a tool for describing the network of interactions between basic and technological research: The case of polymer chemistry. Scientometrics 22 1 155205 .

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Coulter, N, Monarch, I, Konda, S 1998 Software engineering as seen through its research literature: A study in co-word analysis. Journal of the American Society for Information Science 49 13 12061223 .

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Courtial, JP 1994 A coword analysis of scientometrics. Scientometrics 31 3 251260 .

  • Ding, Y, Chowdhury, G, Foo, S 2001 Bibliometric cartography of information retrieval research by using co-word analysis. Information Processing and Management 37:817842 .

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Floyd, RW 1997 Algorithm 97: Shortest path. Communications of the ACM 5 6 345 .

  • He, Q 1999 Knowledge discovery through co-word analysis. Library Trends 48 1 133159.

  • Law, J, Whittaker, J 1992 Mapping acidification research: A test of the co-word method. Scientometrics 23 3 417461 .

  • López-Herrera, AG, Cobo, MJ, Herrera-Viedma, E, Herrera, F, Bailón-Moreno, R, Jimenez-Contreras, E 2009 Visualization and evolution of the scientific structure of fuzzy sets research in spain. Information Research 14 4 421443.

    • Search Google Scholar
    • Export Citation
  • López-Herrera, AG, Cobo, MJ, Herrera-Viedma, E, Herrera, F 2010 A bibliometric study about the research based on hybridating the fuzzy logic field and the other computational intelligent techniques: A visual approach. International Journal of Hybrid Intelligent Systems 17:1732.

    • Search Google Scholar
    • Export Citation
  • Peters, HPF AFJ van Raan 1993 Co-word-based science maps of chemical engineering. Part I: representations by direct multidimensional scaling. Research Policy 22 1 2345 .

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Salvador, MR, Lopez-Martinez, RE 2000 Cognitive structure of research: Scientometric mapping in sintered materials. Research Evaluation 9 3 189200 .

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Tian, Y, Wen, C, Hong, S 2008 Global scientific production on GIS research by bibliometric analysis from 1997 to 2006. Journal of Informetrics 2:6574 .

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Turner, WA, Chartron, G, Laville, F, Michelet, B 1988 Packaging information for peer review: New co-word analysis techniques AFJ Van Raan eds. Handbook of quantitative studies of science and technology Elsevier Netherlands 291323.

    • Search Google Scholar
    • Export Citation
  • Voutilainen, A. (1993). NP tool, a detector of English noun phrases. In: Proceedings of the workshop on very large corpora, Columbus: Ohio State University.

    • Search Google Scholar
    • Export Citation
  • White, HD, Mccain, KW 1998 Visualizing a discipline: an author co-citation analysis of information science, 1972–1995. Journal of the American Society for Information Science 49 4 327355.

    • Search Google Scholar
    • Export Citation