Combining review-based collaborative filtering and matrix factorization: A solution to rating's sparsity problem

Deep learning based personalized recommendation with multi-view information integration

(2019) Yue Guan et al.   DECISION SUPPORT SYSTEMS

A recommender system based on collaborative filtering using ontology and dimensionality reduction techniques

(2018) Mehrbakhsh Nilashi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Enhancing recommendation on extremely sparse data with blocks-coupled non-negative matrix factorization

(2018) Zhen Yang et al.   NEUROCOMPUTING

Deep Learning Modeling for top-N Recommendation with Interests Exploring

(2018) Wang Zhou et al.   IEEE Access

A Hybrid Recommender System for Gaussian Mixture Model and Enhanced Social Matrix Factorization Technology Based on Multiple Interests

(2018) Rui Chen et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

A hybrid knowledge-based recommender system for e-learning based on ontology and sequential pattern mining

(2017) John K. Tarus et al.   Future Generation Computer Systems-The International Journal of eScience

A hybrid user similarity model for collaborative filtering

(2017) Yong Wang et al.   INFORMATION SCIENCES

A novel framework to alleviate the sparsity problem in context-aware recommender systems

(2016) Penghua Yu et al.   New Review of Hypermedia and Multimedia

Hybrid collaborative filtering for high-involvement products: A solution to opinion sparsity and dynamics

(2015) Cuiqing Jiang et al.   DECISION SUPPORT SYSTEMS

Mining affective text to improve social media item recommendation

(2015) Jianshan Sun et al.   INFORMATION PROCESSING & MANAGEMENT

A hybrid approach for personalized service staff recommendation

(2015) Wei-Lun Chang et al.   INFORMATION SYSTEMS FRONTIERS

A new similarity measure using Bhattacharyya coefficient for collaborative filtering in sparse data

(2015) Bidyut Kr. Patra et al.   KNOWLEDGE-BASED SYSTEMS

Recommender systems based on user reviews: the state of the art

(2015) Li Chen et al.   USER MODELING AND USER-ADAPTED INTERACTION

Collaborative Filtering beyond the User-Item Matrix

(2014) Yue Shi et al.   ACM COMPUTING SURVEYS

Rank-mediated collaborative tagging recommendation service using video-tag relationship prediction

(2013) Wei-Feng Tung et al.   INFORMATION SYSTEMS FRONTIERS

Preference-based clustering reviews for augmenting e-commerce recommendation

(2013) Li Chen et al.   KNOWLEDGE-BASED SYSTEMS

Combining user preferences and user opinions for accurate recommendation

(2012) Hongyan Liu et al.   Electronic Commerce Research and Applications

Opinion Word Expansion and Target Extraction through Double Propagation

(2011) Guang Qiu et al.   COMPUTATIONAL LINGUISTICS

Collaborative user modeling with user-generated tags for social recommender systems

(2011) Heung-Nam Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mining the real-time web: A novel approach to product recommendation

(2011) Sandra Garcia Esparza et al.   KNOWLEDGE-BASED SYSTEMS

Matrix Factorization Techniques for Recommender Systems

(2009) Yehuda Koren et al.   COMPUTER