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A Recommender System for Recommending Suitable Products in E-shop Using Explanations

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F22%3AA2302GN5" target="_blank" >RIV/61988987:17610/22:A2302GN5 - isvavai.cz</a>

  • Result on the web

    <a href="https://www.scopus.com/record/display.uri?eid=2-s2.0-85136193376&origin=resultslist&sort=plf-f&src=s&st1=Walek+B.&sid=673f7975ee4c6ad40a2bced27c125d01&sot=b&sdt=b&sl=21&s=AUTHOR-NAME%28Walek+B.%29&relpos=2&citeCnt=0&searchTerm=" target="_blank" >https://www.scopus.com/record/display.uri?eid=2-s2.0-85136193376&origin=resultslist&sort=plf-f&src=s&st1=Walek+B.&sid=673f7975ee4c6ad40a2bced27c125d01&sot=b&sdt=b&sl=21&s=AUTHOR-NAME%28Walek+B.%29&relpos=2&citeCnt=0&searchTerm=</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/AIRC56195.2022.9836983" target="_blank" >10.1109/AIRC56195.2022.9836983</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    A Recommender System for Recommending Suitable Products in E-shop Using Explanations

  • Original language description

    This article proposes a recommender system for recommending relevant products in e-shop using explanations. The proposed system consists of three recommender modules called VIEW, RATING, and PURCHASE. The recommender modules use a content-based filtering approach and a collaborative filtering approach. The proposed recommender system works with explanations that contain arguments why the system recommended the specific product. Based on these explanations the user sees why specific products are recommended by the system. The proposed system was experimentally verified and the results of the experimental verification are discussed.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2022

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    3rd International Conference on Artificial Intelligence, Robotics and Control, AIRC 2022

  • ISBN

    978-166545947-1

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    16-20

  • Publisher name

    Institute of Electrical and Electronics Engineers Inc.

  • Place of publication

    Cairo

  • Event location

    Virtuální konference

  • Event date

    May 20, 2022

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article