Design and Comparative Analysis of New Personalized Recommender Algorithms with Specific Features for Large Scale Datasets

Design of an Unsupervised Machine Learning-Based Movie Recommender System

(2020) Debby Cintia Ganesha Putri et al.   Symmetry-Basel

Complexity Analysis and Stochastic Convergence of Some Well-known Evolutionary Operators for Solving Graph Coloring Problem

(2020) Raja Marappan et al.   Mathematics

Performance of Two Approaches of Embedded Recommender Systems

(2020) Francisco Pajuelo-Holguera et al.   Electronics

New contextual collaborative filtering system with application to personalized healthy nutrition education

(2020) Hanane Zitouni et al.   Journal of King Saud University-Computer and Information Sciences

Deep Learning Based Recommender System

(2019) Shuai Zhang et al.   ACM COMPUTING SURVEYS

A Hybrid Two-Phase Recommendation for Group-Buying E-commerce Applications

(2019) Li Bai et al.   Applied Sciences-Basel

A Soft-Rough Set Based Approach for Handling Contextual Sparsity in Context-Aware Video Recommender Systems

(2019) Syed Manzar Abbas et al.   Mathematics

Combining novelty and popularity on personalised recommendations via user profile learning

(2019) Ricardo Mitollo Bertani et al.   EXPERT SYSTEMS WITH APPLICATIONS

Providing Recommendations in Social Networks by Integrating Local and Global Reputation

(2018) Pasquale De Meo et al.   INFORMATION SYSTEMS

Attention based collaborative filtering

(2018) Mingsheng Fu et al.   NEUROCOMPUTING

A general and effective diffusion-based recommendation scheme on coupled social networks

(2017) Xiaofang Deng et al.   INFORMATION SCIENCES

Personalized travel route recommendation using collaborative filtering based on GPS trajectories

(2017) Ge Cui et al.   International Journal of Digital Earth

A content-based recommendation algorithm for learning resources

(2017) Jiangbo Shu et al.   MULTIMEDIA SYSTEMS

Multi-Objective Ranked Bandits for Recommender Systems

(2017) Anisio Lacerda   NEUROCOMPUTING

Personalized recommendation via unbalance full-connectivity inference

(2017) Wenping Ma et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Mixed Similarity Diffusion for Recommendation on Bipartite Networks

(2017) Ximeng Wang et al.   IEEE Access

A collaborative filtering method for music recommendation using playing coefficients for artists and users

(2016) Diego Sánchez-Moreno et al.   EXPERT SYSTEMS WITH APPLICATIONS

A survey of serendipity in recommender systems

(2016) Denis Kotkov et al.   KNOWLEDGE-BASED SYSTEMS

Fast algorithms to evaluate collaborative filtering recommender systems

(2016) Feng Zhang et al.   KNOWLEDGE-BASED SYSTEMS

A holistic approach for personalization, relevance feedback & recommendation in enriched multimedia content

(2016) Eleni Stai et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Network-based recommendation algorithms: A review

(2016) Fei Yu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Recent developments in affective recommender systems

(2016) Rahul Katarya et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A Survey of Collaborative Filtering-Based Recommender Systems for Mobile Internet Applications

(2016) Zhe Yang et al.   IEEE Access

Recommender system application developments: A survey

(2015) Jie Lu et al.   DECISION SUPPORT SYSTEMS

Social Network and Tag Sources Based Augmenting Collaborative Recommender System

(2015) Tinghuai MA et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

An effective recommender system by unifying user and item trust information for B2B applications

(2015) Qusai Shambour et al.   JOURNAL OF COMPUTER AND SYSTEM SCIENCES

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

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

The effect of heterogeneous dynamics of online users on information filtering

(2015) Bo-Lun Chen et al.   PHYSICS LETTERS A

Information Filtering via Heterogeneous Diffusion in Online Bipartite Networks

(2015) Fu-Guo Zhang et al.   PLoS One

Social Network and Tag Sources Based Augmenting Collaborative Recommender System

(2015) Tinghuai MA et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

A probabilistic model to resolve diversity–accuracy challenge of recommendation systems

(2014) Amin Javari et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Uncovering the information core in recommender systems

(2014) Wei Zeng et al.   Scientific Reports

Recommender systems survey

(2013) J. Bobadilla et al.   KNOWLEDGE-BASED SYSTEMS

A new user similarity model to improve the accuracy of collaborative filtering

(2013) Haifeng Liu et al.   KNOWLEDGE-BASED SYSTEMS

Information Filtering in Sparse Online Systems: Recommendation via Semi-Local Diffusion

(2013) Wei Zeng et al.   PLoS One

A WEB-BASED PERSONALIZED BUSINESS PARTNER RECOMMENDATION SYSTEM USING FUZZY SEMANTIC TECHNIQUES

(2012) Jie Lu et al.   COMPUTATIONAL INTELLIGENCE

E-Learning personalization based on hybrid recommendation strategy and learning style identification

(2010) Aleksandra Klašnja-Milićević et al.   COMPUTERS & EDUCATION

Solving the apparent diversity-accuracy dilemma of recommender systems

(2010) T. Zhou et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Combination of Web page recommender systems

(2009) Murat Göksedef et al.   EXPERT SYSTEMS WITH APPLICATIONS

“Best K”: critical clustering structures in categorical datasets

(2008) Keke Chen et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Personal recommendation via modified collaborative filtering

(2008) Run-Ran Liu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS