Network Analysis of the Information Consumption-Production Dichotomy in Mastodon User Behaviors

Lucio La Cava, S. Greco, Andrea Tagarelli
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引用次数: 9

Abstract

Decentralized Online Social Networks (DOSNs) are today an established alternative to the popular centralized counterparts. In this work, we push forward research on user behaviors in a decentralized context, by exploring the dichotomy between information consumption and production. Using the Mastodon user network as a proxy for the Fediverse landscape, we address two main research questions: Do the consumers, resp. producers, identified in one instance exhibit the same behavior consistently while interacting with other instances? and, Are there users who behave as consumers in one instance and simultaneously as producers in other instances, or vice versa? In this respect, our results reveal interesting traits of Mastodon users, yet unveil the emergence for further studies that can embrace other services in the Fediverse.
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乳齿象用户行为中信息消费-生产二分法的网络分析
分散式在线社交网络(dosn)如今已成为流行的集中式社交网络的替代方案。在这项工作中,我们通过探索信息消费和生产之间的二分法,推动了分散背景下用户行为的研究。使用乳齿象用户网络作为Fediverse景观的代理,我们解决了两个主要的研究问题:消费者,代表?在一个实例中确定的生产者在与其他实例交互时始终表现出相同的行为?是否存在用户在一个实例中作为消费者同时在另一个实例中作为生产者,或者相反?在这方面,我们的研究结果揭示了乳齿象用户的有趣特征,同时也揭示了进一步研究的出现,这些研究可以包含Fediverse中的其他服务。
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