Manipulating recommender systems: A survey of poisoning attacks and countermeasures

TT Nguyen, N Quoc Viet Hung, TT Nguyen… - ACM Computing …, 2024 - dl.acm.org
Recommender systems have become an integral part of online services due to their ability to
help users locate specific information in a sea of data. However, existing studies show that …

Recommender systems in the healthcare domain: state-of-the-art and research issues

TNT Tran, A Felfernig, C Trattner… - Journal of Intelligent …, 2021 - Springer
Nowadays, a vast amount of clinical data scattered across different sites on the Internet
hinders users from finding helpful information for their well-being improvement. Besides, the …

Deep learning based recommender system: A survey and new perspectives

S Zhang, L Yao, A Sun, Y Tay - ACM computing surveys (CSUR), 2019 - dl.acm.org
With the growing volume of online information, recommender systems have been an
effective strategy to overcome information overload. The utility of recommender systems …

Trustworthy recommender systems

S Wang, X Zhang, Y Wang, F Ricci - ACM Transactions on Intelligent …, 2024 - dl.acm.org
Recommender systems (RSs) aim at hel** users to effectively retrieve items of their
interests from a large catalogue. For a quite long time, researchers and practitioners have …