Some Users Pack a Wallop: Measuring the Impact of Core Users on the Participation of Others in Online Social Systems

Thomas M. Lento, Eric Gleave, Marc A. Smith, Howard T. Welser
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Abstract

This study investigates how heavily active contributors affect recruitment and retention in online social systems. We find that core enthusiasts are more successful recruiters, their recruits are more likely to become enthusiasts, and interacting with enthusiasts makes users less likely to exit the system. We also find evidence that strong dyadic ties between non-enthusiasts help extend active careers in online social systems. Implications include considerations for community growth and retention based on the influence of these core users.
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某些用户的影响力:衡量核心用户对在线社交系统中其他人参与的影响
本研究探讨了活跃贡献者如何影响在线社交系统的招聘和保留。我们发现,核心发烧友是更成功的招募者,他们招募的人更有可能成为发烧友,与发烧友的互动使得用户退出系统的可能性更小。我们还发现,有证据表明,非爱好者之间强大的二元关系有助于扩展在线社交系统中的活跃职业。根据这些核心用户的影响,我们需要考虑社区的发展和留存率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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