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Towards improving user-recommender systems interactions

Zhong, Jinfeng; Negre, Elsa (2021), Towards improving user-recommender systems interactions, 2022 IEEE/SICE International Symposium on System Integration (SII 2022), 2021-01, Narvi, NORWAY

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Type
Communication / Conférence
Date
2021
Conference title
2022 IEEE/SICE International Symposium on System Integration (SII 2022)
Conference date
2021-01
Conference city
Narvi
Conference country
NORWAY
Metadata
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Author(s)
Zhong, Jinfeng
Negre, Elsa
Abstract (EN)
Recent years have witnessed the increasing deployment of recommender systems as decision-support tools, application of recommender systems is ubiquitous in our daily life. As algorithms used in recommender systems become more inscrutable, some recommender systems remain blackbox for most people, which makes it difficult for people to fully trust such systems. Therefore, improving the user-recommender systems interactions is attracting increasing attention, one of the hot topics is explainable recommendation. In this paper, we investigate the possibility of providing context-aware explanations for recommendations and discuss the potential methods of evaluating such explanations.
Subjects / Keywords
systems interactions

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