Knowledge Graphs Publications

Publications in Knowledge Graphs

Explore the most influential research papers and scholarly works that have shaped Knowledge Graphs. Use the concept filter below to focus on a specific sub-area of research.

Knowledge Graphs

1.4K

Publications

86.2K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Learning Entity and Relation Embeddings for Knowledge Graph Completion Yankai Lin, Zhiyuan Liu, Maosong Sun, Proceedings of the AAAI Conference on Artificial Intelligence Natural Language ProcessingEngineeringKnowledge Graph EmbeddingsData ScienceKnowledge Extraction	2015	3.6K
Knowledge Graph Embedding: A Survey of Approaches and Applications Quan Wang, Zhendong Mao, Bin Wang, IEEE Transactions on Knowledge and Data Engineering EngineeringKnowledge ExtractionSemantic WebText MiningNatural Language Processing	2017	2.6K
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications Shaoxiong Ji, Shirui Pan, Erik Cambria, IEEE Transactions on Neural Networks and Learning Systems Artificial IntelligenceEngineeringTemporal Knowledge GraphSemanticsSemantic Web	2021	2.5K
Convolutional 2D Knowledge Graph Embeddings Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Proceedings of the AAAI Conference on Artificial Intelligence Inverse RelationsGraph Representation LearningMachine LearningEngineeringLink Prediction	2018	2.3K
Knowledge Graph Embedding via Dynamic Mapping Matrix Guoliang Ji, Shizhu He, Liheng Xu, Artificial IntelligenceEngineeringSemantic WebLanguage ProcessingText Mining	2015	1.8K
Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods William S. Cleveland, Robert McGill Journal of the American Statistical Association EngineeringVisualization (Graphics)Data VisualizationVisualization (Data Visualization)Cognition	1984	1.5K
A review: Knowledge reasoning over knowledge graph Xiaojun Chen, Shengbin Jia, Yang Xiang Expert Systems with Applications Knowledge RepresentationEngineeringGraph TheoryData ScienceAutomated Reasoning	2019	991
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space Zhiqing Sun, Zhihong Deng, Jian‐Yun Nie, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningKnowledge ExtractionSemantic Web	2019	771
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu, Chengtao Li, Yonglong Tian, arXiv (Cornell University) Graph Representation LearningMachine LearningEngineeringNetwork AnalysisGraph Processing	2018	726
Explainable Reasoning over Knowledge Graphs for Recommendation Xiang Wang, Dingxian Wang, Canran Xu, Proceedings of the AAAI Conference on Artificial Intelligence EngineeringMachine LearningKnowledge-based ReasoningSemanticsSemantic Web	2019	721
Representation Learning of Knowledge Graphs with Entity Descriptions Ruobing Xie, Zhiyuan Liu, Jia Jia, Proceedings of the AAAI Conference on Artificial Intelligence EngineeringMachine LearningText MiningWord EmbeddingsNatural Language Processing	2016	716
A Tutorial on Epistemic Network Analysis: Analyzing the Structure of Connections in Cognitive, Social, and Interaction Data David Williamson Shaffer, Wesley Collier, A. R. Ruis Journal of Learning Analytics Network Theory (Electrical Engineering)EngineeringInteraction NetworkNetwork AnalysisCommunication	2016	682

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