RFAN: Relation-fused multi-head attention network for knowledge graph enhanced recommendation

Knowledge Graph Embedding by Translating on Hyperplanes

Zhen Wang, Jianwen Zhang, Jianlin Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 3.7K citations · Full text

Structured Prediction, Engineering, Machine Learning +19

Learning Entity and Relation Embeddings for Knowledge Graph Completion

Yankai Lin, Zhiyuan Liu, Maosong Sun et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 3.6K citations · Full text

Natural Language Processing, Engineering, Knowledge Graph Embeddings +14

Knowledge Graph Embedding: A Survey of Approaches and Applications

Quan Wang, Zhendong Mao, Bin Wang et al. · IEEE Transactions on Knowledge and Data Engineering · 2017 · 2.6K citations

Engineering, Knowledge Extraction, Semantic Web +17

KGAT

Xiang Wang, Xiangnan He, Yixin Cao et al. · 2019 · 2K citations · Full text

Natural Language Processing, Side Information, Engineering +12

Knowledge Graph Embedding via Dynamic Mapping Matrix

Guoliang Ji, Shizhu He, Liheng Xu et al. · 2015 · 1.8K citations · Full text

Artificial Intelligence, Engineering, Semantic Web +21