Multimodal Implicit Feedback for Recommender Systems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F17%3A10363354" target="_blank" >RIV/00216208:11320/17:10363354 - isvavai.cz</a>
Result on the web
<a href="http://ceur-ws.org/Vol-1885/240.pdf" target="_blank" >http://ceur-ws.org/Vol-1885/240.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Multimodal Implicit Feedback for Recommender Systems
Original language description
n this paper, we present an overview of our work towards utilization of multimodal implicit feedback in recommender systems for small e-commerce enterprises. We focus on deeper understanding of implicit user feedback as a rich source of heterogeneous information. We present a model of implicit feedback for e-commerce, discuss important contextual features affecting its values and describe ways to utilize it in the process of user preference learning and recommendation. We also briefly report on our previous experiments within this scope and describe a publicly available dataset containing such multimodal implicit feedback
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
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 17th Conference on Information Technologies - Applications and Theory (ITAT 2017)
ISBN
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ISSN
1613-0073
e-ISSN
neuvedeno
Number of pages
6
Pages from-to
240-245
Publisher name
CEUR-WS
Place of publication
Martinské hole
Event location
Martinske Hole
Event date
Sep 22, 2017
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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