The article covers research in the field of topic clustering for large science publication collections. Demands of developing such methods are considered. The method and the algorithm for topic clustering for large science publication amounts are presented. A comparison of the proposed method with classic clustering approaches is performed.
PDF at the Institute for Systems Analysis of Russian Academy of Sciences website (in Russian): www.isa.ru/jitcs/images/documents/2013-01/33_42.pdf
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Journal of Information Technologies and Computing Systems: http://www.jitcs.ru/index.php?option=com_content&view=article&id=404&Itemid=&lang=en
Math-Net.Ru: http://www.mathnet.ru/php/archive.phtml?wshow=paper&jrnid=itvs&paperid=105&option_lang=eng
D. A. Devyatkin, R. E. Suvorov, I.V . Sochenkov. Method of thematic clustering of large-scale collections of scientific and technical documents // Information technologies and computing systems. No. 1, 2013 , C.33-42.