12 citations · 12 across the 1 of their papers we have counts for
3 papers
cs.IR2020
A Unified Model for Recommendation with Selective Neighborhood Modeling
Jingwei Ma, Jiahui Wen, Panpan Zhang +2
Neighborhood-based recommenders are a major class of Collaborative Filtering (CF) models. The intuition is to exploit neighbors with similar preferences for bridging unseen user-it…
cs.IR2020
Hierarchical Text Interaction for Rating Prediction
Jiahui Wen, Jingwei Ma, Hongkui Tu +2
Traditional recommender systems encounter several challenges such as data sparsity and unexplained recommendation. To address these challenges, many works propose to exploit semant…
cs.IR2019★ 12 cited
DBRec: Dual-Bridging Recommendation via Discovering Latent Groups
Jingwei Ma, Jiahui Wen, Mingyang Zhong +6
In recommender systems, the user-item interaction data is usually sparse and not sufficient for learning comprehensive user/item representations for recommendation. To address this…