Personalized Recommendation via Multi-dimensional Meta-paths Temporal Graph Probabilistic Spreading

metapath2vec

Yuxiao Dong, Nitesh V. Chawla, Ananthram Swami · 2017 · 2.2K citations

Metapath2vec++ Model, Graph Representation Learning, Engineering +16

PathSim

Yizhou Sun, Jiawei Han, Xifeng Yan et al. · Proceedings of the VLDB Endowment · 2011 · 1.8K citations

Network Science, Information Retrieval, Data Science +15

Heterogeneous Information Network Embedding for Recommendation

Chuan Shi, Binbin Hu, Wayne Xin Zhao et al. · IEEE Transactions on Knowledge and Data Engineering · 2018 · 1.2K citations

Engineering, Network Analysis, Link Prediction +17

Recommender systems

Linyuan Lü, Matúš Medo, Chi Ho Yeung et al. · Physics Reports · 2012 · 960 citations · Full text

Solving the apparent diversity-accuracy dilemma of recommender systems

Tao Zhou, Zoltán Kuscsik, Jian-Guo Liu et al. · Proceedings of the National Academy of Sciences · 2010 · 953 citations · Full text

Engineering, Machine Learning, Text Mining +19