He earned his Ph.D. with a focus on fractal from Michigan State University in 1976.He has served as management department head of two universities, director of the computer center, and chair of the Knowledge Society Program. In 1980s, he developed and published many expert systems .Leveraging his interdisciplinary knowledge he launched this brand new discipline by constructing a Fractal Integrated Narrative System(FINS), which consists of Hybrid Expert System(HES) and Multi-modal Large Language Model(MLLM).He has tried to bridge the longstanding debate between two mainstreams of AI, symbolic AI and connectionist AI by integrating MLLM, knowledge graph and various reasoning mechanisms in HES via FINS.
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