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Analysis of the social effort in multiplex participatory networks

机译:多元参与网络中的社会努力分析

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摘要

Community networks are participatory connectivity solutions for citizens where all the resources are owned, managed and controlled by the participants. As a natural evolution, in recent years some initiatives have flourished to provide higher level services based on volunteer computing and resource sharing paradigms. A fundamental aspect of these paradigms is user participation. In this work, we apply some social mining techniques aiming to identify the roles of the individuals in the social network behind a community network, here Guifi.net, and to measure the participatory involvement in the community network from 2003 to 2014. We observed that community network participants generally dedicate their time and effort to a single participatory forum, generating several types of community structures. We analyzed such structures using a multiplex network formed by mailing list in Guifi.net and a relationship graph built pairwise of users that share a physical wireless link. We were able to distinguish between non-hierarchical participatory forums, where almost all users are part of the same big community and two-tier participatory forums leaded by a small number of users that act as social bridges between their members. Finally, by testing the impact of community leaders in all participatory layers, we profiled the utility of the members’ effort to the whole wireless community network.
机译:社区网络是针对公民的参与式连接解决方​​案,其中所有资源均由参与者拥有,管理和控制。作为一种自然发展,近年来,一些计划蓬勃发展,以基于自愿者计算和资源共享范例提供更高级别的服务。这些范例的基本方面是用户参与。在这项工作中,我们应用了一些社交挖掘技术,旨在确定个人在社区网络(此处为Guifi.net)背后的社交网络中的角色,并衡量2003年至2014年社区网络中的参与性。我们观察到,社区网络参与者通常将他们的时间和精力专用于一个参与性论坛,从而产生多种类型的社区结构。我们使用了由Guifi.net中的邮件列表形成的多路复用网络和共享物理无线链接的用户成对建立的关系图来分析这种结构。我们能够区分非分层参与式论坛和非两级参与式论坛,在非分层式参与式论坛中,几乎所有用户都是同一个大社区的一部分,而两层参与式论坛则由少数用户充当成员之间的社交桥梁。最后,通过测试社区领导者在所有参与层中的影响,我们介绍了成员的努力对整个无线社区网络的效用。

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