Geodesic
Automatic text classification in the system of concepts lexical ontology
Učënye zapiski Kazanskogo universiteta. Seriâ Fiziko-matematičeskie nauki, Uchenye Zapiski Kazanskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki, Tome 152 (2010) no. 1, pp. 255-267

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In this work we consider a problem of text semantic indexing from positions of text classification problem with lexical ontology units. We offer to use this approach for objects identification problem and to improve quality of information retrieval. Basic differences of classification problem with using lexical ontology units from the text indexing task and from WSD task are formulated. A new method of classification is offered named as OntoKlass. Formal statement of the problem is made. Engineering realization of the method is executed.
Keywords: artificial intelligence, computer linguistics, lexical ontology, text mining.
Mots-clés : text classification 
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     title = {Automatic text classification in the system of concepts lexical ontology},
     journal = {U\v{c}\"enye zapiski Kazanskogo universiteta. Seri\^a Fiziko-matemati\v{c}eskie nauki},
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     publisher = {mathdoc},
     volume = {152},
     number = {1},
     year = {2010},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/UZKU_2010_152_1_a23/}
}
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S. I. Danchenkov; V. N. Polyakov. Automatic text classification in the system of concepts lexical ontology. Učënye zapiski Kazanskogo universiteta. Seriâ Fiziko-matematičeskie nauki, Uchenye Zapiski Kazanskogo Universiteta. Seriya Fiziko-Matematicheskie Nauki, Tome 152 (2010) no. 1, pp. 255-267. http://geodesic.mathdoc.fr/item/UZKU_2010_152_1_a23/