Situation Awareness for Recommender Systems

DOI to cite this document:: 10.5283/epub.36384

Richthammer, Christian ; Pernul, Günther

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Date of publication of this fulltext: 07 Dec 2017 08:17

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Abstract

One major shortcoming of traditional recommender systems is their inability to adjust to users' short-term preferences resulting from varying situation-specific factors. To address this, we propose the notion of situation-aware recommender systems, which are supposed to autonomously determine the users' current situation based on a multitude of contextual side information and generate truly ...