Abstract
With the impact of both the authors of scientific articles and also scientific publications depending upon citation count, citations play a decisive role in the ranking of both researchers and journals. In this paper, we propose a model to refine the citations in a research article verifying the authenticity of the citation. This model will help to eliminate author-centric and outlier citations thereby refining the citation count of research articles.
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Aguilar, J.: Adaptive Random Fuzzy Cognitive Maps. In: Garijo, F.J., Riquelme, J.-C., Toro, M. (eds.) IBERAMIA 2002. LNCS (LNAI), vol. 2527, pp. 402–410. Springer, Heidelberg (2002)
Burgess, C., Livesay, K., Lund, K.: Explorations in context space: words, sentences, discourse. Discourse Processes 25, 211–257 (1998)
Foltz, P.W., Kintsch, W., Landauer, T.K.: The measurement of textual coherence with latent sematic analysis. Discourse Processes 25(2&3), 285–307 (1998)
Gouws, S.: Evaluation and Development of Conceptual Document Similarity Metrics with Content-based Recommender Applications. Master‘s thesis, Stellenbosch University, South Africa (2003)
He, Q., Pei, J., Kifer, D., Mitra, P., Giles, C.L.: Context-aware citation recommendation. In: Rappa, M., Jones, P., Freire, J., Chakrabarti, S. (eds.) WWW, pp. 421–430 (2010)
Islam, A., Inkpen, D.Z.: Semantic text similarity using corpus-based word similarity and string similarity. TKDD 2(2) (2008)
Janez Brank, D.M., Grobelnik, M.: A survey of ontology evaluation techniques (June 2005)
Jiang, J.J., Conrath, D.W.: Semantic similarity based on corpus statistics and lexical taxonomy. CoRR, vol. cmp-lg/9709008 (1997)
Landauer, T.K., Dumais, S.T.: Latent semantic analysis. Scholarpedia 3(11), 43–56 (2008)
Leacock, C., Chodorow, M.: WordNet: An Electronic Lexical Database - Combining local context and WordNet similarity for word sense identification. In: Wordnet: An Electronic Lexical Database, ch. 11, pp. 265–283. MIT Press (1998)
Li, Y., McLean, D., Bandar, Z., O‘Shea, J., Crockett, K.A.: Sentence similarity based on semantic nets and corpus statistics. IEEE Trans. Knowl. Data Eng. 18(8), 1138–1150 (2006)
Mihalcea, R., Corley, C., Strapparava, C.: Corpus-based and knowledge based measures of text semantic similarity. In: AAAI, pp. 775–780. AAAI Press (2006)
Resnik, P.: Using information content to evaluate semantic similarity in a taxonomy. In: IJCAI, pp. 448–453 (1995)
Rodríguez, M.A., Egenhofer, M.J.: Determining semantic similarity among entity classes from different ontologies. IEEE Trans. Knowl. Data Eng. 15(2), 442–456 (2003)
Varelas, G., Voutsakis, E., Raftopoulou, P., Petrakis, E.G.M., Milios, E.E.: Semantic similarity methods in wordnet and their application to information retrieval on the web. In: Bonifati, A., Lee, D. (eds.) WIDM, pp. 10–16. ACM (2005)
Hirsch, J.E.: An index to quantify an individual’s scientific research output. Proc. Natl. Acad. Sci. USA 102(46), 16569–16573 (2009)
Garfield, E.: The Thomson Reuters impact factor (1994), http://thomsonreuters.com/products_services/science/free/essays/impact_factor/ (last accessed August 30, 2011)
Bornmanna, L., Daniel, H.-D.: The citation speed index: A useful biblio-metric indicator to add to the h index. Journal of Informetrics 4, 444–446 (2010)
Seglen, P.O.: Why the impact factor of journals should not be used for evaluating research. BMJ 314, 497–502 (1997)
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Mahalakshmi, G.S., Sendhilkumar, S., Dilip Sam, S. (2013). Refining Research Citations through Context Analysis. In: Abraham, A., Thampi, S. (eds) Intelligent Informatics. Advances in Intelligent Systems and Computing, vol 182. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32063-7_8
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DOI: https://doi.org/10.1007/978-3-642-32063-7_8
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