97 citations · 397 across the 32 of their papers we have counts for
4 papers · 1 filter
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…
Knowledge will Propel Machine Understanding of Content: Extrapolating from Current Examples
Amit Sheth, Sujan Perera, Sanjaya Wijeratne +1
Machine Learning has been a big success story during the AI resurgence. One particular stand out success relates to learning from a massive amount of data. In spite of early assert…
Knowledge will Propel Machine Understanding of Content: Extrapolating from Current Examples
Amit Sheth, Sujan Perera, Sanjaya Wijeratne
Machine Learning has been a big success story during the AI resurgence. One particular stand out success relates to unsupervised learning from a massive amount of data, albeit much…
On Reasoning with RDF Statements about Statements using Singleton Property Triples
Vinh Nguyen, Olivier Bodenreider, Krishnaprasad Thirunarayan +6
The Singleton Property (SP) approach has been proposed for representing and querying metadata about RDF triples such as provenance, time, location, and evidence. In this approach,…