Knowledge Graphs and Linked Data

There are many attempts to build data-driven learning and reasoning capabilities these days in the worlds of machine learning and AI. Deep learning systems have had remarkable results, but even its thought leaders and strongest advocates acknowledge the need for “common sense” in the learning process. That means different things to different people, but Linked Data and Knowledge Graphs represent one approach to capture what we know about a domain. They are increasingly being used to present domain views that grow over time and aren't
domain-specific using network-friendly standards.