Author Co-Citation Analysis (ACA): a powerful tool for representing implicit knowledge of scholar knowledge workers

Zavaraqi, Rasoul Author Co-Citation Analysis (ACA): a powerful tool for representing implicit knowledge of scholar knowledge workers., 2010 . In Sixth International Conference on Webometrics, Informetrics and Scientometrics & Eleventh COLLNET Meeting, Mysore (India), 19–22 October 2010. [Conference paper]

[img]
Preview
PDF
rasoolzavaraqi_3.pdf

Download (356Kb) | Preview

English abstract

In the last decade, knowledge has emerged as one of the most important and valuable organizational assets. Gradually this importance caused to emergence of new discipline entitled ―knowledge management‖. However one of the major challenges of knowledge management is conversion implicit or tacit knowledge to explicit knowledge. Thus Making knowledge visible so that it can be better accessed, discussed, valued or generally managed is a long-standing objective in knowledge management. Accordingly in this paper author co- citation analysis (ACA) will be proposed as an efficient technique of knowledge visualization in academia (Scholar knowledge workers).

Item type: Conference paper
Keywords: C--Citation Analysis, Author Co-Citation Analysis, Knowledge Management, Implicite Knowledge, Extraction Implicite Knowledge
Subjects: B. Information use and sociology of information.
B. Information use and sociology of information. > BB. Bibliometric methods.
Depositing user: Rasoul Zavaraqi
Date deposited: 01 Apr 2011
Last modified: 17 Dec 2012 15:49
URI: http://hdl.handle.net/10760/15501

References

"SEEK" links will first look for possible matches inside E-LIS and query Google Scholar if no results are found.

Alavi M, Leidner D. (2001). Knowledge management and knowledge management systems: conceptual founda- tions and research issues. MIS Quarterly 25(1): 107–136

Bassecoulard, E. & Zitt, M. (1999). Indicators in a research institute: A multi-level classification of scientific journals. Scientometrics, 44, 323- 245.

Bateson G. (1973). Steps to an Ecology of Mind. Paladin: London. Bertin, J. (1967). Semiology of graphics: Diagrams, networks, maps. Madison: University of Wisconsin Press.

Bollen, J., Luce, R., Vemulapalli, S. S., & Xu, W. (2003). Usage analysis for the identification of research trends in digital libraries. D-Lib Magazine, 9(5).

Börner, K. (2000). Visible threads: A smart VR interface to digital libraries. Proceedings of the IST/SPIE 12th Annual Symposium: Electronic Imaging 2000, Visual Data Exploration & Analysis, San Jose, CA, Jan. 2000.

Börner, K., Chen, C., Boyack, K.: Visualizing Knowledge Domains (2002). In: Cronin, B. (ed.) Annual Review of Information Science and Technology. American Society for Information Science and Technology, Medford, New Jersey, vol. 37, pp. 179–255.

Börner, K., & Chen, C. (Eds.). (2002). Visual Interfaces to Digital Libraries. LNCS 2539. Hei- delberg: Springer-Verlag.

Boyack, K. W., Wylie, B. N., Davidson, G. S. & Johnson, D. K. (2000). Analysis of patent databases using VxInsight. Proceedings of New Paradigms in Information Visualization and Manipulation 2000, McLean, VA, November 10, 2000, to be published by ACM

Boyack, K. W., Wylie, B. N., & Davidson, G. S. (2002). Domain Visualization Using VxInsightா for Science and Technology Management. Journal of the American Society for Information Science, 53(9), 764 -774. doi: 10.1002/asi.10066.

Braam RR,Moed HF, and Raan AFJv (1991a).Mapping of science by combined co-citation and word analysis. II:Dynamical aspects. Journal of the American Society for Information Science,42(4),252–266.

Braam RR,Moed HF, and Vanraan AFJ (1991b).Mapping of science by combined cocitation and word analysis. 1. Structural Aspects. Journal of the American Society for Information Science,42(4), 233–251.

Burkhard, R., & Meier, M. (2004). Tube map: Evaluation of a visual metaphor for interfunc- tional communication of complex projects. In K. Tochtermann, & H. Maurer (Eds.), Pro- ceedings of I-KNOW ‘04 (pp. 449-456). Graz, Austria: Know-Center Austria.

Bush, W. (1945). as we may think. Atalantic monthly, July 1945, Retrieved from http://www.theatlantic.com/doc/194507/bush

Chen, C. (1999). Visualising semantic spaces and author co-citation networks in digital libraries. Information Processing and Management, 35(2), 401–420.

Chen, H., Houston, A. L., Sewell, R. R., & Schatz, B. R. (1998). Internet browsing and searching: User evaluation of category map and concept space techniques. Journal of the American Society for Information Science, 49(7), 582-603

Chen, C., & Paul, R. J.(2001) Visualizing a Knowledge Domain‘s Intellectual Structure. Computer, 34, 65–71 .

Chen, C., Paul, R. J. & O‘Keefe, B. (2001). Fitting the jigsaw of citation: Information visualization in domain analysis. Journal of the American Society for Information Science and Technology, 52(4), 315-330.

Chen, C.(2004) Searching for Intellectual Turning Points: Progressive Knowledge Domain Visualization. PNAS, 101, 5303–5310.

Conklin, J. (1987, September). Hypertext: An introduction andsurvey. IEEE Computer, 17-4 1. Ding, Y., Chowdhury, G. & Foo, S. (2001). Bibliometric cartography of information retrieval research by using co-word analysis. Information Processing & Management, 37(6), 817-842.

Donath, J. (2002). Supporting community and building social capital: A semantic approach to visualizing online conversations. Communications of the ACM, 45(4), 45-49.

Drucker P. (1959). Challenge to management science. Long Range Planning 5, No. 2, 238–242. Drucker P. (1993). Post-Capitalist Society. Butterworth/Heinemann: Oxford. Eick, S. G. (2001). Visualizing online activity. Communications of the ACM, 44(8), 45-50 Eppler, M., & Burkhard, R. (2004). Knowledge Visualization: Towards a New Discipline and its Fields of Applications. Working Paper, Wirtschaftsinformatik. Retrieved from http://www.wirtschaftsinformatik.de/wi_arbeitsberichte.php?op=anzeigearbeitsbericht&abid =142.

Eppler, M. J., & Burkhard, R. A. (2007). Visual representations in knowledge management: framework and cases. Journal of Knowledge Management, 11(4), 112-122.

Encarnacao, J., Foley, J. D., Bryson, S., & Feiner, S. K. (1994). Research issues in percep- tion and user interfaces. IEEE Computer Graphics and Applications, 14(2), 67-6

Farah, M.J. (2000). The cognitive neuroscience of vision. Malden, MA: Blackwell Publishers. Garfield E (1994). Scientography: Mapping the tracks of science. Current Contents. Social & Behavioural Sciences, 7(45), 5–10.

Garfield, E. ( February, 1998). Mapping the world of science. Paper presented at the the 150 Anniversary Meeting of the AAAS, Philadelphia, PA.

Garfield, E., Sher, I.H., & Torpie, R.J. (1964). The use of citation data in writing the history of science. Philadelphia: Institute for Scientific Information

Goldstein, B.E. (2001). Sensation and Perception (6th edition). Pacific Grove: Cole Publishing. Grant R. (1996). Towards a knowledge based theory of the firm. Strategic Management Journal, 17, No. 1, 109–122.

Gregory, R.L. (1998). Eye and Brain. The Psychology of Seeing (5th edition). Princeton, NJ: Princeton University Press.

Hearst, M. (1995). TileBars: Visualization of term distribution information in full text infor- mation access. Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems, 59-66.

ISI. (1981). ISI atlas of science: Biochemistry and molecular biology, 1978/80. Philadelphia, PA: Institute for Scientific Information.

Kofka, K. (1935). Principles of Gestalt psychology. New York: Harcourt-Brace. Kohonen, T. (1995). Self-organizing maps. Berlin: Springer-Verlag Kostoff, R. N., Eberhart, H. J. & Toothman, D. R. (1999). Hypersonic and supersonic flow roadmaps using bibliometrics and database tomography. Journal of the American Society for Information Science, 50(5), 427-447.

Lamping, J., Rao, R., & Pirolli, P. (1995). A focus + context technique based on hyperbolic geometry for visualizing large hierarchies. Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems, 401-408.

Landauer, T. K., Foltz, P. W., & Laham, D. (1998) Introduction to latent semantic analysis. Discourse Processes, 25, 259-284.

Law, J. & Whittaker, J. (1992). Mapping acidification research: atest of the co-word method. Scientometrics, 23 (3), 417-461.

Lin, X., White, H. D. & Buzydlowski, J. (2003). Real-time author co-citation mapping for online searching. Information Processing and Management, 39(5), 689-706.

Lee, M. R., & Chen, T. T. (2007). Visualizing Trends in Knowledge Management. Knowledge Management, 362-371.

Leydesdorff, L. (1994). The generation of aggregated journal-journal citation maps on the basis of the CD-ROM version of the Science Citation Index. Scientometrics, 31, 59-84.

Liebowitz, J. (2001). Knowledge Management: Learning from Knowledge Engineering. America. Florida: CRC Press LLC.

Losiewicz, P., Oard, D.W. & Kostoff, R.N. (2000), Textual data mining to support science and technology management. Journal of Intelligent Information Systems, 15(2), 99-119, 2000.

MCCAIN, K.W. (1990), Mapping authors in intellectual space – A technical overview, Journal of the American Society for Information Science, 41 (6) : 433–443.

McInerney, C. (2002). Knowledge management and the dynamic nature of knowledge. Journal of the American Society for Information Science and Technology, 53(12), 1009-1018. doi: 10.1002/asi.10109.

Merton, R. K. (2000). On the Garfield input to the sociology of science: A retrospective collage. In B. Cronin & H. B. Atkins (Eds.), The web of knowledge: A festschrift in honor of Eugene Garfield (pp. 435-448). Medford, NJ: Information Today.

Nederhof, A. J. & Van Wijk, E. (1997). Mapping the social and behavioral sciences world-wide: Use of maps in portfolio analysis of national research efforts. Scientometrics, 40, 273-276. Newman, 2001

Nonaka I, Takeuchi H. (1995). The Knowledge-Creating Company. Oxford University Press: Oxford Nonaka I. (1990). Redundant, overlapping organizations: a japanese approach to managing the innovation processes. Californian Management Review, 32, No. 3, 27–38.

Noyons, E.C.M., Moed, H.F., & Luwel, M. (1999). Combining mapping and citation analysis for evaluative bibliometric purposes: A bibliometric study. Journal of the American Society for Information Science , 50(2), 115-131

Noyons, E. C. M. & Van Raan, A. F. J. (1998). Advanced mapping of science and technology. Scientometrics, 41, 61-67.

Polanyi M. (1966). The Tacit Dimension. Routledge and Kegan Paul: London. Polanyi M. (1958). Personal Knowledge: Towards a Post-Critical Philosophy. University of Chicago Press: Chicago, IL.

Popper K. (1972). Objective Knowledge: An Evolutionary Approach. Clarendon Press: Oxford. Price, Derek J. de Sola (1963). Little science, big science. Columbia university press. Price, D. J. d. S. (1965). Networks of Scientific Papers. Science, 149(3683), 510- 515. Robertson, G. G., Card, S. K., & Mackinlay, J. D. (1989). The cognitive co-processor for inter- active user interfaces. Proceedings of UIST89, ACM Symposium on User Interface Software and Technology, 10-18.

Robertson, G. G., Card, S. K., & Mackinlay, J. D. (1993). Information visualization using 3D interactive animation. Communications of the ACM, 36(4), 56-71.

Shneiderman, B. (1994). Dynamic queries for visual information seeking. IEEE Software, 11(6), 70- 77.

Schneider, J.W., Larsen, B., & Ingwersen, P. (2009). A comparative study of first and all-author cocitation counting, and two different matrix gener- ation approaches applied for author cocitation analyses. Scientometrics, 80(1), 103–130.

Small, H. (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, 265-269.

Small, H.G. (1977). Co-citation model of a scientific specialty: – a longitudinal study of collagen research. Social Studies of Science, 7 (2), 139–166.

Small, H. (1999). Visualizing science by citation mapping. Journal of the American Society for Information Science, 50(9), 799–813.

Small, H., & Griffith, B. C. (1974). The Structure of Scientific Literatures: Identify- ing and Graphing Specialties. Science Studies, 4, 17-40.

Sparrow, J. (1998). Knowledge in Organizations: Access to Thinking at Work, Sage Publications, Thousand Oaks, CA.

Spasser, M. A. (1997). Mapping the terrain of pharmacy: Co-classification analysis of the International Pharmaceutical Abstracts Scientometrics, 39, 77-97. Tegarden, D. P. (1999). Business information visualization. Communications of the Association for Information Systems, 1, Article 4. Retrieved January 29, 2004, from http://cais.isworld.org/articles/default.asp?vol=l&art=4

Tufte, E, R. (1983). The visual display of quantitative information. Cheshire, CT Graphics press Tufte, E. R. (1990). Envisioning information. Cheshire, CT Graphics Press. Ungerleider and Mishkin (1982): Vargas-Quesada, B., & Moya-Anegón, F. D. (2007). Visualizing the Structure of Science. Analysis. New York: Springer.

Ware, C. (2000). Information visualization perception for design. San Francisco: Morgan Kaufmann. White, H.D., & McCain, K.W. (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

White, H.D. & Griffith, B.C. (1981). Author Co-citation: A Literature Measure of Intellectual Structure. Journal of the American Society for Information Science 32, 163–171.

White, H. D. (2001). Authors as citers over time. Journal of the American Society for Information Science and Technology, 52(2), 87-108.

Zhu, B., & Chen, H. (2001). Social visualization for computer-mediated communication: A knowledge management perspective. Proceedings of the Eleventh Workshop on Information Technologies and Systems (WITS ‘011, 23-28.

Zhu, B., & Chen, H. (2005). Information Visualization. Annual Review of Information Science and Technology.

Zuboff S. (1988). In The Age of the New Machine. Basic Books: New York.


Actions (login required)

View Item View Item