Dynamic evolution of multi-graph based collaborative filtering for recommendation systems

Personalized location recommendation by fusing sentimental and spatial context

(2020) Guoshuai Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Hierarchical text interaction for rating prediction

(2020) Jiahui Wen et al.   KNOWLEDGE-BASED SYSTEMS

TrustTF: A tensor factorization model using user trust and implicit feedback for context-aware recommender systems

(2020) Jianli Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Continual Multiview Task Learning via Deep Matrix Factorization

(2020) Gan Sun et al.   IEEE Transactions on Neural Networks and Learning Systems

Personalized Long- and Short-term Preference Learning for Next POI Recommendation

(2020) Yuxia Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Personalized Reason Generation for Explainable Song Recommendation

(2019) Guoshuai Zhao et al.   ACM Transactions on Intelligent Systems and Technology

Research commentary on recommendations with side information: A survey and research directions

(2019) Zhu Sun et al.   Electronic Commerce Research and Applications

A deeper graph neural network for recommender systems

(2019) Ruiping Yin et al.   KNOWLEDGE-BASED SYSTEMS

Adaptive Deep Modeling of Users and Items Using Side Information for Recommendation

(2019) Jiayu Han et al.   IEEE Transactions on Neural Networks and Learning Systems

A General Framework for Implicit and Explicit Social Recommendation

(2018) Chin-Chi Hsu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Exploring Users' Internal Influence from Reviews for Social Recommendation: A Case Study on Yelp

(2018)   IEEE TRANSACTIONS ON MULTIMEDIA

Trip Outfits Advisor: Location-Oriented Clothing Recommendation

(2017) Xishan Zhang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

On Effective Location-Aware Music Recommendation

(2016) Zhiyong Cheng et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

User-Service Rating Prediction by Exploring Social Users' Rating Behaviors

(2016) Guoshuai Zhao et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Rating Prediction Based on Social Sentiment From Textual Reviews

(2016) Xiaojiang Lei et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Collaborative Filtering beyond the User-Item Matrix

(2014) Yue Shi et al.   ACM COMPUTING SURVEYS

Matrix Factorization Techniques for Recommender Systems

(2009) Yehuda Koren et al.   COMPUTER