Pavankumar Harathi, Lini Thomas, Kamal Karlapalem
AI systems have become predominately dependent on data. There is a significant impact of data on AI systems output. In particular, the notion of training the AI system with data requires tighter specification and comprehension of data characteristics to the AI system. Data Standardization is an effort to propose a framework that can help standardize data and explain their possible impact on the AI system.