Nontrivial epidemic dynamics induced by information-driven awareness-activity-resource coevolution

Physical review. E, Journal Year: 2025, Volume and Issue: 111(4)

Published: April 4, 2025

During epidemic outbreaks, information dissemination plays a pivotal role in shaping individual perceptions, which turn influence contact behavior and resource acquisition, collectively determining infection risk. To capture this intricate interplay, we propose comprehensive coevolutionary dynamics model that integrates information, awareness, activity, resources, within multiplex network framework. Through the development of theoretical analysis coupled with extensive numerical verifications, uncover nonmonotonic effects on dynamics. Paradoxically, excessive flow can intensify competition among individuals, leading to inefficient allocation ultimately exacerbating epidemic. Our findings highlight importance optimized allocation, showing moderately prioritizing aware individuals resources effectively reduce rates, especially as increases. Additionally, explore optimal balance between emphasizing its strong dependence availability, while activity frequency experts comparatively minor impact. This study advances modeling dynamics, providing valuable insights practical strategies for effective management control.

Language: Английский

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Epidemic spreading in temporal multilayer networks coupling with individual behavioral changes

Nonlinear Dynamics, Journal Year: 2025, Volume and Issue: unknown

Published: April 9, 2025

Language: Английский

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The linguistic feedback of tourism robots significantly influences visitors' ecotourism behaviors

Research Square (Research Square), Journal Year: 2025, Volume and Issue: unknown

Published: April 9, 2025

With the extensive application of artificial intelligence technology in tourism industry, robot-assisted has become a vital strategy for enhancing tourist experiences and promoting sustainable practices. This study aims to explore impact language feedback from robots on tourists' ecotourism behavior analyze potential mediating moderating mechanisms. Through three experimental studies, we found that robot guides with capabilities significantly improve behavior. Specifically, environmental responsibility acts as moderator between robot's behavior, indicating is more effective when tourists have higher sense responsibility. Furthermore, enhances awareness by increasing cognitive trust propensity. The findings practical implications destinations operators designing implementing intelligent services promote ecological engagement.

Language: Английский

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The linguistic feedback of tourism robots significantly influences visitors’ ecotourism behaviors

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: May 8, 2025

Language: Английский

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