3 papers
cs.IR2025
A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval
Yu Zhang, Shutong Qiao, Jiaqi Zhang +3
Information technology has profoundly altered the way humans interact with information. The vast amount of content created, shared, and disseminated online has made it increasingly…
cs.IR2021
Session-aware Item-combination Recommendation with Transformer Network
Tzu-Heng Lin, Chen Gao
In this paper, we detailedly describe our solution for the IEEE BigData Cup 2021: RL-based RecSys (Track 1: Item Combination Prediction). We first conduct an exploratory data analy…
cs.IR2018
Recommender Systems with Characterized Social Regularization
Tzu-Heng Lin, Chen Gao, Yong Li
Social recommendation, which utilizes social relations to enhance recommender systems, has been gaining increasing attention recently with the rapid development of online social ne…