Towards Improving the Search Quality on the Trading Platforms

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dc.contributor.authorCherednichenko, Olgaen
dc.contributor.authorVovk, Maryna Anatoliivnaen
dc.contributor.authorKanishcheva, Olgaen
dc.contributor.authorGodlevskyi, Mikhailen
dc.date.accessioned2020-06-01T12:31:37Z
dc.date.available2020-06-01T12:31:37Z
dc.date.issued2018
dc.description.abstractIn this paper, the problem of the search quality on the trading platforms, such AliExpress, eBay and others is explored, the major types of problems that arise in product search by customers are considered. The usage of the classical clusterization algorithms for grouping similar products according to their descriptions is studied. A data set for experimenting consists of different items (smartphones) from e-shop eBay is developed. Each entity in this corpus photos and a product description are given. These texts are used for item comparing in order to perform similar groups or similar items. The results show that the k-means algorithm is good for preliminary grouping but for detailed processing, other methods and approaches are required.en
dc.identifier.citationTowards Improving the Search Quality on the Trading Platforms / O. Cherednichenko [et al.] // Lecture Notes in Business Information Processing (LNBIP). – 2018. – Vol. 333 : proc. 11th SIGSAND/PLAIS: EuroSymposium on Systems Analysis and Design: "Information Systems: Research, Development, Applications, Education", Gdansk, Poland, September 20, 2018 / eds. S. Wrycza, J. Maslankowsky. – Cham : Springer International Publishing, 2018. – P. 21-30.en
dc.identifier.doidoi.org/10.1007/978-3-030-00060-8_2
dc.identifier.urihttps://repository.kpi.kharkov.ua/handle/KhPI-Press/46681
dc.language.isoen
dc.publisherSpringer International Publishing AGen
dc.subjecttrading platformen
dc.subjectrecommendation systemen
dc.subjectproduct searchen
dc.subjectinformation technologyen
dc.subjectproduct classificationen
dc.titleTowards Improving the Search Quality on the Trading Platformsen
dc.typeThesisen

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Кафедра "Програмна інженерія та інтелектуальні технології управління ім. А. В. Дабагяна"