Показати скорочену інформацію

dc.contributor.authorSavchuk, T. O.en
dc.contributor.authorSakaliuk, A. V.en
dc.contributor.authorWojcik, Waldemaren
dc.contributor.authorBurlibay, Aronen
dc.contributor.authorСавчук, Т. О.uk
dc.contributor.authorСакалюк, А. В.uk
dc.date.accessioned2017-09-01T07:25:26Z
dc.date.available2017-09-01T07:25:26Z
dc.date.issued2014
dc.identifier.citationTransformation of "user-object" matrix for the collaborative filtering [Text] / Т. О. Savchuk, Anton Sakaliuk, Waldemar Wójcik, Aron Burlibay // Journal Przegląd Elektrotechniczny. - № 1. - P. 55-59.en
dc.identifier.issn0033-2097
dc.identifier.urihttp://ir.lib.vntu.edu.ua//handle/123456789/18115
dc.description.abstractThe paper is devoted to application of collaborative filtering that is one of the method of automatic data filtering in the Internet. The main disadvantage of the approach is the necessity of performing a large number of operations. The authors have presented a mean of overcoming this problem by reduction of the dimension of the input matrix. Experimental results show that it had led not only to reduction of computational time, but also increased the accuracy of recommendations obtained.en
dc.language.isoenen
dc.publisherStowarzyszenie Polskich Inżynierów Elektryków i Elektronikówpl
dc.relation.ispartofJournal Przegląd Elektrotechniczny 1 : 55-59.pl
dc.subjectData Miningen
dc.subjectsparse matricesen
dc.subjectrecommender systemen
dc.subjectcollaborative filteringen
dc.titleTransformation of "user-object" matrix for the collaborative filteringen
dc.typeArticle


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Показати скорочену інформацію