社会计划者能否操纵网络动态并解决协调问题?

Z. Hakobyan
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引用次数: 0

摘要

本文旨在构建不完全信息下的网络动态决策算法。因此,它试图确定社会计划者是否减少了个体偏见的影响,如确认偏见或同化偏见对代理人行为的影响,并解决协调问题。研究问题如下:“社会计划者能否在不直接改变网络结构的情况下,通过操纵可能的邀请和烦恼的集合来增加社会福利?”、“增加社会计划者效用函数的主要驱动因素是什么?”“如果社会规划者对基本变量的信息不完整或先验错误,结果会如何变化?”在本研究中,我们创建了一个“自由社会规划师”;网络成员根据其效用函数获得建议的过程。研究结果对社交媒体平台的所有者管理社交媒体平台具有潜在的应用价值。平台可以开发能够帮助用户获得更多信息和更满意的机器人。由于我们生活在一个虚拟连接的世界中,人们似乎从在线网络同伴那里获得的信息比从专家那里获得的信息更多。
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Can A Social Planner Manipulate Network Dynamics And Solve Coordination Problems?
This paper aims to build an algorithm of network dynamics with decision-making under incomplete information. Accordingly, it tries to identify if a social planner reduces the influence of individual biases, such as confirmation bias or assimilation bias on agents actions, and solve a coordination problem. The research questions are the following: " Can the social planner increase social welfare, by manipulating the set of possible invitations and annoyances, without directly changing a network structure?", " What are the main drivers of increasing social-planner utility functions?" "How do the results change if the social planner has incomplete information or wrong priors about the fundamental variable?" For this research, a "Liberal Social Planner" was created; a process through which network members get suggestions depending on its utility function. The results have potential applications for the management of social media platforms by the owners of these platforms. Platforms can develop robots that can help their users be more informed and more satisfied. As we live in a world of virtual connectedness, people seem to obtain more information from online network peers than from experts.
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