论文标题
拆除策略对适度与未修改的在线社交平台的有效性
Effectiveness of dismantling strategies on moderated vs. unmoderated online social platforms
论文作者
论文摘要
在线社交网络是更好地了解互动环境中大规模人类行为的理想测试床。尽管它们是广泛使用和研究的,但对他们的服务条款和发布规则如何影响用户交互和信息传播方式知之甚少。认识到网络连接性与功能之间的关系,我们比较了两个不同的在线社交平台Twitter和GAB的鲁棒性,即基于基于煽动性内容(程度)或炎症内容强度(情感)的用户的递归审查员拆除策略。我们发现,网络的调节(Twitter)与未修改的(GAB)特征不是干预效率的区别因素。但是,我们发现,基于拓扑和内容特征的组合的更复杂的策略可能有效地拆除网络。我们的结果为设计更好的策略提供了有用的指示,以抵消在线社交平台中反社会内容的生产和传播。
Online social networks are the perfect test bed to better understand large-scale human behavior in interacting contexts. Although they are broadly used and studied, little is known about how their terms of service and posting rules affect the way users interact and information spreads. Acknowledging the relation between network connectivity and functionality, we compare the robustness of two different online social platforms, Twitter and Gab, with respect to dismantling strategies based on the recursive censor of users characterized by social prominence (degree) or intensity of inflammatory content (sentiment). We find that the moderated (Twitter) vs unmoderated (Gab) character of the network is not a discriminating factor for intervention effectiveness. We find, however, that more complex strategies based upon the combination of topological and content features may be effective for network dismantling. Our results provide useful indications to design better strategies for countervailing the production and dissemination of anti-social content in online social platforms.