overview.md

December 3, 2024 · View on GitHub

Overview of Knowledge Graphs - General Concepts, Scientific Problems, Application, Challenges, and Directions

Note: In this section we collect the materials that discuss the global picture of knowledge graphs. To investigate the fine-grained topics and specific problems, you may refer to the other sessions.

📝 Surveys

  1. Knowledge Graphs: Opportunities and Challenges (Artificial Intelligence Review 2023) [Paper]
  2. Knowledge Graphs (ACM Computing Surveys 2024) [Paper]
  3. Introduction: What Is a Knowledge Graph? (Knowledge graphs: Methodology, tools and selected use cases, 2020)
  4. A Survey on Application of Knowledge Graph (Journal of Physics: Conference Series. IOP Publishing, 2020) [Paper]