AI-15 – Beyond Machine Learning: Developing Truly Intelligent Systems By Embedding Human Expertise to Digital Twin
The role of human expertise is critical in fulfilling the promise of the Digital Twin. Today human expertise and reasoning logic still performs the heavy lifting for problems like creating a new design, identifying a root cause, and redesigning a process. A critical phase in digital twin maturity lies in capturing and applying this human knowledge to complement AI and automation technologies. This presentation explains how we are using domain knowledge graphs - the same technology behind today's Internet search - to capture the human expertise for powering digital twin applications to create intelligent systems. Examples from various verticals, including Oil and Gas, will be presented.
The role of human expertise is critical in fulfilling the promise of the Digital Twin. Today human expertise and reasoning logic still performs the heavy lifting for problems like creating a new design, identifying a root cause, and redesigning a process. A critical phase in digital twin maturity lies in capturing and applying this human knowledge to complement AI and automation technologies. This presentation explains how we are using domain knowledge graphs - the same technology behind today's Internet search - to capture the human expertise for powering digital twin applications to create intelligent systems. Examples from various verticals, including Oil and Gas, will be presented.
