Towards Structuring of Electronic Marketplaces Contents: Items Normalization Technology

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dc.contributor.authorCherednichenko, Olgaen
dc.contributor.authorYanholenko, Olhaen
dc.contributor.authorVovk, Marynaen
dc.contributor.authorSharonova, Nataliiaen
dc.date.accessioned2023-03-04T10:40:34Z
dc.date.available2023-03-04T10:40:34Z
dc.date.issued2020
dc.description.abstractThe E-commerce industry is going strong and is bringing a great profit to its stakeholders. However, there is probably no buyer of the e-marketplace who has not faced the issues connected with inappropriate search results or inadequate filtering and recommendation of irrelevant products. Modern search and collaborative filtering algorithms of e-commerce systems do work well with the input data of high quality but the reality is that often items’ description contains inaccuracies and incompleteness, which negatively affects the results. The given paper suggests the concept of e-marketplace items normalization which goal is to provide the unified and standardized patterns of items inside the system that can be used by search and filtering algorithms. Items normalization is implemented based on the algebra of predicates models specified in this work. The case study deals with constructing normalized models of knapsacks items from the online sports store. The developed models allowed to build 141 normalized item patterns with a unified set of attributes and their values.en
dc.identifier.citationTowards Structuring of Electronic Marketplaces Contents: Items Normalization Technology [Electronic resource] / O. Cherednichenko [et al.] // Computational Linguistics and Intelligent Systems (COLINS 2020) : proc. of the 4th Intern. Conf., April 23-24, 2020. – Electronic text data. – Lviv, 2020. – Vol. 2604. – [P. 44-55], 12 p. – Access mode: https://ceur-ws.org/Vol-2604/paper4.pdf, free (date of the application 04.03.2023.).en
dc.identifier.orcidhttps://orcid.org/0000-0002-9391-5220
dc.identifier.orcidhttps://orcid.org/0000-0001-7755-1255
dc.identifier.orcidhttps://orcid.org/0000-0003-4119-5441
dc.identifier.orcidhttps://orcid.org/0000-0002-8161-552X
dc.identifier.urihttps://repository.kpi.kharkov.ua/handle/KhPI-Press/62992
dc.language.isoen
dc.subjecte-commerce marketplaceen
dc.subjectitem normalizationen
dc.subjectitem attributesen
dc.subjectnatural language processingen
dc.subjectpredicateen
dc.subjectreference modelen
dc.titleTowards Structuring of Electronic Marketplaces Contents: Items Normalization Technologyen
dc.typeThesisen

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