Stanford CS224W: Machine Learning with Graphs - Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 10.2 - Knowledge Graph Completion

For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/3nCETEN Lecture 10.2 - Knowledge Graphs KG Completion with Embeddings Jure Leskovec Computer Science, PhD In this lecture, we introduce the knowledge graphs by giving several examples and applications. To follow along with the course schedule and syllabus, visit: http://web.stanford.edu/class/cs224w/ 0:00 Introduction 0:20 Knowledge Graphs (KG) 1:01 Example: Bibliographic Networks 1:42 Example: Bio Knowledge Graphs 2:16 Knowledge Graphs in Practice 3:31 Applications of Knowledge Graphs 4:53 Knowledge Graph Datasets 5:44 Example: Freebase