Eye Tracking as a Source of Implicit Feedback in Recommender Systems: A Preliminary Analysis
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F23%3APU149117" target="_blank" >RIV/00216305:26230/23:PU149117 - isvavai.cz</a>
Result on the web
<a href="https://dl.acm.org/doi/10.1145/3588015.3589511" target="_blank" >https://dl.acm.org/doi/10.1145/3588015.3589511</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/3588015.3589511" target="_blank" >10.1145/3588015.3589511</a>
Alternative languages
Result language
angličtina
Original language name
Eye Tracking as a Source of Implicit Feedback in Recommender Systems: A Preliminary Analysis
Original language description
Eye tracking in recommender systems can provide an additional source of implicit feedback, while helping to evaluate other sources of feedback. In this study, we use eye tracking data to inform a collaborative filtering model for movie recommendation providing an improvement over the click-based implementations and additionally analyze the area of interest (AOI) duration as related to the known information of click data and movies seen previously, showing AOI information consistently coincides with these items of interest
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
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications
ISBN
979-8-4007-0150-4
ISSN
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e-ISSN
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Number of pages
3
Pages from-to
1-3
Publisher name
Association for Computing Machinery
Place of publication
New York, NY
Event location
Tubingen, Germany
Event date
May 30, 2023
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
001031497300074