The Computation of "Mind Traces"

Based on a brief introduction to the history and current state of artificial intelligence, as well as the fundamental ideas and concepts of cognitive science, this book emphasizes the unique role and significance of knowledge engineering-particularly experience and its tacit knowledge-in intelligent simulation. Using the computation of two types of "mind traces"-computer-aided diagnosis of cardiovascular disease and the simulation of imagery thinking in calligraphy creation-as examples, it elaborates on the approaches, methods, and techniques for simulating thought processes, mining experiential knowledge, and selecting key features, thereby integrating reasoning and learning algorithms to achieve computational results. Furthermore, it broadens the perspective by introducing the interconnections and influences between science, technology, and the arts, and discusses related issues and coping strategies. The author demonstrates deep insight, broad vision, logical clarity, and rigorous expression. This book serves as a reference for researchers and students in the fields of artificial intelligence and cognitive science, cognitive science and philosophy of mind, as well as artistic creation and health computing. Relevant engineering knowledge is shared with readers in the appendix; the placement there merely indicates a difference in the closeness of its connection to the main theme of the book, and does not imply any difference in its intrinsic importance.¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿"¿¿"¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿¿