Towards item matching task: systematic review

dc.contributor.authorCherednichenko, Olga
dc.contributor.authorIvashchenko, Oksana
dc.contributor.authorKirchmayer, Jozef
dc.date.accessioned2026-03-31T08:34:54Z
dc.date.issued2023
dc.description.abstractWith the rapid growth of e-commerce, the challenge of item matching has become increasingly significant. This research focuses on exploring contemporary approaches to entity resolution and their potential benefits in improving product matching. A comprehensive framework for conducting a literature review is proposed, enabling the classification of references and the selection of relevant approaches. The research aims to answer key questions regarding existing techniques, their strengths and limitations, their effective application in e-commerce, and the gold standard in entity resolution. The paper provides an overview of the research task, describes the methodology and sources utilized, presents the golden standard in entity resolution, and introduces a proposed framework for literature review.
dc.identifier.citationCherednichenko O., Ivashchenko O., Kirchmayer J. Towards item matching task: systematic review. Verejná správa a regionálny rozvoj. 2023. No. 1, Vol. 9. P. 81–98.
dc.identifier.orcidhttps://orcid.org/0000-0002-9391-5220
dc.identifier.orcidhttps://orcid.org/0000-0003-3636-3914
dc.identifier.urihttps://repository.kpi.kharkov.ua/handle/KhPI-Press/100512
dc.language.isoen
dc.publisherBratislava University of Economics and Management
dc.subjectdigitalization
dc.subjecte-commerce
dc.subjectentity resolution
dc.subjectitem matching
dc.subjectsystematic review
dc.titleTowards item matching task: systematic review
dc.typeArticle

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