Utilizing Potential Field Mechanisms and Distributed Learning to Discover Collective Behavior on Complex Social Systems
Junqiao Zhang,
Qiang Qu,
Xuebo Chen
Abstract:This paper proposes the complex dynamics of collective behavior through an interdisciplinary approach that integrates individual cognition with potential fields. Firstly, the interaction between individual cognition and external potential fields in complex social systems is explored, integrating perspectives from physics, cognitive psychology, and social science. Subsequently, a new modeling method for the multidimensional potential field mechanism is proposed, aiming to reduce individual behavioral errors and… Show more
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