Trends and Opportunities in Graph-based AII
Arvind Sathi, Director AI Literacy, KPMG
Ranjan Mannige, Senior Data Scientist, KPMG Lighthouse
While the concept of representing knowledge using graphs is not a new concept, lately with the development of deep learning techniques, crowdsourcing and availability of public ontologies, graph is coming to the forefront as a premier technology for connecting perception, cognition and knowledge in an AI system. This talk will take a series of business applications in marketing, finance, accounting and operations and showcase trends in the use of Graph AI as a mechanism for pulling together AI-driven insights. It will describe how a Graph AI takes us through a set of patterns for reasoning - explaining deep learning, connecting with industry and common sense terms, entity resolution, case-based reasoning, optimization, etc.
