A new method for recommendation based on embedding spectral clustering in heterogeneous networks (RESCHet)

An Approach to Semantic-Aware Heterogeneous Network Embedding for Recommender Systems

(2023) Phu Pham et al.   IEEE Transactions on Cybernetics

TrustDL: Use of trust-based dictionary learning to facilitate recommendation in social networks

(2023) Navid Khaledian et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2022) Rui Duan et al.   DECISION SUPPORT SYSTEMS

Graph Neural Networks in Recommender Systems: A Survey

(2022) Shiwen Wu et al.   ACM COMPUTING SURVEYS

ABLE: Meta-Path Prediction in Heterogeneous Information Networks

(2022) Chenji Huang et al.   ACM Transactions on Knowledge Discovery from Data

HNERec: Scientific collaborator recommendation model based on heterogeneous network embedding

(2022) Xiaoyu Liu et al.   INFORMATION PROCESSING & MANAGEMENT

Social‐trust‐aware variational recommendation

(2021) Joojo Walker et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Presentation a Trust Walker for rating prediction in recommender system with Biased Random Walk: Effects of H-index centrality, similarity in items and friends

(2021) Saman Forouzandeh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Graph Clustering via Variational Graph Embedding

(2021) Lin Guo et al.   PATTERN RECOGNITION

Deep neighbor-aware embedding for node clustering in attributed graphs

(2021) Chun Wang et al.   PATTERN RECOGNITION

Cross Multi-Type Objects Clustering in Attributed Heterogeneous Information Network

(2020) Sheng Zhou et al.   KNOWLEDGE-BASED SYSTEMS

Resolving data sparsity and cold start problem in collaborative filtering recommender system using Linked Open Data

(2020) Senthilselvan Natarajan et al.   EXPERT SYSTEMS WITH APPLICATIONS

HetNERec: Heterogeneous network embedding based recommendation

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

A hotel recommender system for tourists using the artificial bee colony algorithm and fuzzy TOPSIS model: A case study of Trip Advisor

(2020) Saman Forouzandeh et al.   INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

An adaptive deep learning method for item recommendation system

(2020) Aminu Da’u et al.   KNOWLEDGE-BASED SYSTEMS

Outer product enhanced heterogeneous information network embedding for recommendation

(2020) Yunfei He et al.   EXPERT SYSTEMS WITH APPLICATIONS

Reciprocal Recommender Systems: Analysis of state-of-art literature, challenges and opportunities towards social recommendation

(2020) Iván Palomares et al.   Information Fusion

A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications

(2018) HongYun Cai et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Heterogeneous Information Network Embedding for Recommendation

(2018) Chuan Shi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Exploiting Pre-Trained Network Embeddings for Recommendations in Social Networks

(2018) Lei Guo et al.   JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

SemRec: a personalized semantic recommendation method based on weighted heterogeneous information networks

(2018) Chuan Shi et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Explainable recommendation with fusion of aspect information

(2018) Yunfeng Hou et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Evolutionary heterogeneous clustering for rating prediction based on user collaborative filtering

(2018) Jianrui Chen et al.   Swarm and Evolutionary Computation

Addressing the Cold-Start Problem Using Data Mining Techniques and Improving Recommender Systems by Cuckoo Algorithm: A Case Study of Facebook

(2018) Saman Forouzandeh et al.   COMPUTING IN SCIENCE & ENGINEERING

A Survey of Heterogeneous Information Network Analysis

(2017) Chuan Shi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A multi-level collaborative filtering method that improves recommendations

(2016) Nikolaos Polatidis et al.   EXPERT SYSTEMS WITH APPLICATIONS

A survey of collaborative filtering based social recommender systems

(2013) Xiwang Yang et al.   COMPUTER COMMUNICATIONS

Recommender systems survey

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

Factorization Machines with libFM

(2012) Steffen Rendle   ACM Transactions on Intelligent Systems and Technology

Improving collaborative filtering recommender system results and performance using genetic algorithms

(2011) Jesus Bobadilla et al.   KNOWLEDGE-BASED SYSTEMS