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Issue No.08 - August (2011 vol.23)
pp: 1274-1278
Henry H. Bi , Willamette University, Salem
Jianrui Wang , Syncsort Inc., Woodcliff Lake
Dennis K.J. Lin , The Pennsylvania State University, University Park
ABSTRACT
The existing Science Citation Index only counts direct citations, whereas PageRank disregards the number of direct citations. We propose a new Comprehensive Citation Index (CCI) that evaluates both direct and indirect intellectual influence of research papers, and show that CCI is more reliable in discovering research papers with far-reaching influence.
INDEX TERMS
Citation analysis, citation networks, comprehensive citation index, PageRank, science citation index.
CITATION
Henry H. Bi, Jianrui Wang, Dennis K.J. Lin, "Comprehensive Citation Index for Research Networks", IEEE Transactions on Knowledge & Data Engineering, vol.23, no. 8, pp. 1274-1278, August 2011, doi:10.1109/TKDE.2010.167
REFERENCES
[1] R.K. Merton, "Matthew Effect in Science," Science, vol. 159, no. 3810, pp. 56-63, 1968.
[2] R.K. Merton, "The Matthew Effect in Science II: Cumulative Advantage and the Symbolism of Intellectual Property," Isis, vol. 79, no. 299, pp. 606-623, 1988.
[3] E. Garfield, "The History and Meaning of the Journal Impact Factor," J. Am. Medical Assoc., vol. 295, no. 1, pp. 90-93, 2006.
[4] E. Garfield, "Citation Indexing for Studying Science," Nature, vol. 227, no. 5259, pp. 669-671, 1970.
[5] E. Garfield, "Citation Analysis as a Tool in Journal Evaluation—Journals Can Be Ranked by Frequency and Impact of Citations for Science Policy Studies," Science, vol. 178, no. 4060, pp. 471-479, 1972.
[6] S.M. Lawani, "Citation Analysis and Quality of Scientific Productivity," Bioscience, vol. 27, no. 1, pp. 26-31, 1977.
[7] D.J.D. Price, "Networks of Scientific Papers," Science, vol. 149, no. 3683, pp. 510-515, 1965.
[8] A.N. Langville and C.D. Meyer, Google's PageRank and Beyond: The Science of Search Engine Rankings. Princeton Univ. Press, 2006.
[9] S. Brin and L. Page, "The Anatomy of a Large-Scale Hypertextual Web Search Engine," Computer Networks, vol. 30, nos. 1-7, pp. 107-117, 1998.
[10] L. Page, S. Brin, R. Motwani, and T. Winograd, "The PageRank Citation Ranking: Bringing Order to the Web," technical report, Stanford Digital Library Technologies Project, 1998.
[11] C.L. Borgman and J. Furner, "Scholarly Communication and Bibliometrics," Ann. Rev. Information Science and Technology, vol. 36, pp. 3-72, 2002.
[12] M. Thelwall, "Interpreting Social Science Link Analysis Research: A Theoretical Framework," J. Am. Soc. for Information Science and Technology, vol. 57, no. 1, pp. 60-68, 2006.
[13] J. Bollen, M.A. Rodriguez, and H.V. de Sompel, "Journal Status," Scientometrics, vol. 69, no. 3, pp. 669-687, 2006.
[14] S. Wasserman and K. Faust, Social Network Analysis: Methods and Applications. Cambridge Univ. Press, 1994.
[15] J.E. Hirsch, "An Index to Quantify an Individual's Scientific Research Output," Proc. Nat'l Academy of Sciences USA, vol. 102, no. 46, pp. 16569-16572, 2005.
[16] L. Egghe, "Theory and Practice of the G-Index," Scientometrics, vol. 69, no. 1, pp. 131-152, 2006.
[17] P. Ball, "Achievement Index Climbs the Ranks," Nature, vol. 448, no. 7155, p. 737, 2007.
[18] W.J. Hopp, "Ten Most Influential Papers of Management Science's First Fifty Years," Management Science, vol. 50, no. 12, pp. 1763-1764, 2004.
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