Context-aware recommender systems (CARS), aiming to further improve recommendation accuracy and user satisfaction by taking context information into account, has become the hottest research topic in the field of recommendation. Integrating context information into recommendation frameworks is challenging, ...
User and Context Information in Context-Aware Recommender Systems: A Systematic Literature ReviewUser and Context Information in Context-Aware Recommender Systems: A Systematic Literature ReviewreviewlargecontextualUsing contextual information inside recommendation systems is an effective approach to generate more...
In the recent survey on characterizing context-aware recommender systems, Villegas et al. [21] describes the integration of context into recommender systems. From the analysis of existing surveys, we found that the literature has not yet given a structured introduction to the field to a newcomer ...
To extend the advantages of graph convolutions to context-aware recommender systems (CARSs), which represents a generic type of models that can handle various side information, a research team led by Xiangnan HE published their new research on January 22nd, 2022 in Frontiers of Computer Science....
discussion and innovation in the area of context-aware recommender systems (CARS). In particular, topics of interest for this workshop include (but are not limited to): -- Context modeling techniques for recommender systems; -- Context-aware user modeling for recommender systems; ...
Context-aware recommender systems. In: Recommender Systems Handbook, Second Edition. Hidasi, B., Karatzoglou, A., Baltrunas, L., Tikk, D., 2015. Session-based Recommendations with Recurrent Neural Networks. Int. Conf. Learn. Represent. 1–9....
Context-Aware Recommender Systems (CARS) are recommender systems type that adapts the recommendation process to the individual contextual situation of the user. In MOOCs case, it is of great importance to providing a context-aware recommender system that model the learner’s different contextual traits...
Context-Aware Recommender systems, Context-Awareness, MDA. 1 Introduction According to Adomavicius and colleagues [1, 2] important research issues related to Context-Aware Recommender Systems (CARS) have to do with contextual modelling, more important of which are how to model the context in order...
Latent Context-Aware Recommender Systems 来自 Semantic Scholar 喜欢 0 阅读量: 53 作者: M Unger 摘要: The emergence of smart mobile devices has given rise to the development of context-aware systems that utilize sensors to collect available data about users. This data, in turn, is used in ...
313. Interaction with Context-aware Recommender Systems on Smartphones Wolfgang Wörndl, Béatrice Lamche Fakultät für Informatik, Technische Universität München Abstract In this article we give an overview on selected aspects of user interaction with context-aware recommender systems on smart...