Knowledge graphs — citation graph of key research
Explore the most influential research on knowledge graphs as an interactive citation graph on Constellation. The papers below are connected by direct citations and shared references — open any one to center the graph on it and discover related work.
Top papers on knowledge graphs
- Knowledge Graphs
Aidan Hogan, Eva Blomqvist, Michael Cochez et al. — 2021 · ACM Computing Surveys · 2,088 citations - Knowledge Graphs: Opportunities and Challenges
Ciyuan Peng, Feng Xia, Mehdi Naseriparsa et al. — 2023 · Artificial Intelligence Review · 703 citations - Holographic Embeddings of Knowledge Graphs
Maximilian Nickel, Lorenzo Rosasco, Tomaso Poggio — 2016 · AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 974 citations - A review: Knowledge reasoning over knowledge graph
Xiaojun Chen, Shengbin Jia, Yang Xiang — 2019 · Expert Systems with Applications · 1,033 citations - Knowledge Graphs
Aidan Hogan, Eva Blomqvist, Michael Cochez et al. — 2021 · Synthesis lectures on data, semantics and knowledge · 105 citations - A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
Shaoxiong Ji, Shirui Pan, Erik Cambria et al. — 2021 · IEEE Transactions on Neural Networks and Learning Systems · 2,911 citations - A retrospective of knowledge graphs
Jihong Yan, Chengyu Wang, Wenliang Cheng et al. — 2016 · Frontiers of Computer Science · 158 citations - Introduction: What Is a Knowledge Graph?
Dieter Fensel, Umutcan Şimşek, Kevin Angele et al. — 2020 · Springer eBooks · 239 citations - Knowledge graphs
Claudio Gutiérrez, Juan Sequeda — 2021 · Communications of the ACM · 174 citations - A Review of Relational Machine Learning for Knowledge Graphs
Maximilian Nickel, Kevin P. Murphy, Volker Tresp et al. — 2015 · Proceedings of the IEEE · 1,648 citations - Constructing knowledge graphs and their biomedical applications
David N. Nicholson, Casey S. Greene — 2020 · Computational and Structural Biotechnology Journal · 299 citations - Construction and Application of a Knowledge Graph
Xuejie Hao, Zheng Ji, Xiuhong Li et al. — 2021 · Remote Sensing · 146 citations