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
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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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
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e-ISSN
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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
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