A contextual recurrent collaborative filtering framework for modelling sequences of venue checkins

J Manotumruksa, C Macdonald, I Ounis - Information Processing & …, 2020 - Elsevier
Abstract Context-Aware Venue Recommendation (CAVR) systems aim to effectively
generate a ranked list of interesting venues users should visit based on their historical …

Multirelationship Aware Personalized Recommendation Model

H Song, F Wang, Z Ma, Q Han - International Conference of Pioneering …, 2022 - Springer
The existing methods using social information can alleviate the data sparsity issue in
collaborative filtering recommendation, but they do not fully tap the complex and diverse …

Enhancing graph neural networks for recommender systems

S Liu - Proceedings of the 43rd International ACM SIGIR …, 2020 - dl.acm.org
Recommender systems lie at the heart of many online services such as E-commerce, social
media platforms and advertising. To keep users engaged and satisfied with the displayed …