The Duality of Data and Knowledge Across the Three Waves of AI

Amit Sheth, Krishnaprasad Thirunarayan

We discuss how over the last 30 to 50 years, Artificial Intelligence (AI) systems that focused only on data have been handicapped, and how knowledge has been critical in developing…