KGCN | Knowledge Graph Convolutional Networks - Machine Learning over a Knowledge Graph

As humans we use our knowledge, our reasoning and our understanding of situational context to make accurate predictions about the world around us; machine learning doesn’t typically make use of any of this rich information.

The ability to leverage highly interrelated data will yield a step-change in the quality and complexity of predictions that can be made for the same volume of data.

We present Knowledge Graph Convolutional Networks: a method for performing machine learning over a Grakn Knowledge Graph, which captures micro-context and macro-context for any Concept within the graph.

This methodology demonstrates how we can usably combine knowledge, learning and reasoning to build systems that start to look truly intelligent.

Associated blog post:
https://blog.grakn.ai/kgcns-machine-learning-over-knowledge-graphs-with-tensorflow-a1d3328b8f02

Видео KGCN | Knowledge Graph Convolutional Networks - Machine Learning over a Knowledge Graph канала Grakn Labs