通过对社交网络的控制来引导意见动态
A Nugent1, S N Gomes2, M T Wolfram2
1MathSys CDT, University of Warwick, Coventry CV4 7AL, United Kingdom.
Chaos (Woodbury, N.Y.)
|July 1, 2024
概括
本研究引入了一种新方法,通过调整连接强度来控制不断发展的网络上的意见动态. 这种方法确保了网络连接,并防止意见集群指导人口走向目标意见.
科学领域:
- 社交网络分析分析
- 意见动态建模 意见动态建模
- 控制理论 控制理论 控制理论
背景情况:
- 了解观点如何在社交网络中传播和演变至关重要.
- 现有的模型往往侧重于直接影响论,忽视网络结构动态.
研究的目的:
- 提出一种新的控制策略,对不断发展的网络的意见动态进行控制.
- 通过修改网络连接强度来引导人口的意见向目标国家.
主要方法:
- 开发控制方法,修改连接强度,而不是直接影响意见.
- 分析可控性,即时控制和最佳控制策略.
- 调查网络连接维护和防止意见碎片化.
主要成果:
- 展示了在不断发展的网络上对论动态的新控制方法.
- 展示了维护网络连接和防止意见集群的方法.
- 通过网络修改,解决了通过网络修改引导人口向目标意见的挑战.
结论:
- 拟议的控制方法为通过网络结构操纵来管理论动态提供了新的视角.
- 未来的研究可以探索意见演变和动态网络拓学的复杂相互作用.
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