Rumor Cascades - Meta Research | Meta Research
Rumor CascadesAAAI Conference on Weblogs and Social Media (ICWSM) Online social networks provide a rich substrate for rumor propagation. Information received via friends tends to be trusted, and online social networks allow individuals to transmit information to many friends at once. By referencing known rumors from Snopes.com, a popular website documenting memes and urban legends, we track the pr
Information Evolution in Social Networks - Meta Research | Meta Research
Information Evolution in Social NetworksProc. WSDM'16 Social networks readily transmit information, albeit with less than perfect fidelity. We present a large-scale measurement of this imperfect information copying mechanism by examining the dissemination and evolution of thousands of memes, collectively replicated hundreds of millions of times in the online social network Facebook. The informatio
Discovery of Topical Authorities in Instagram - Meta Research | Meta Research
Instagram has more than 400 million monthly active accounts who share more than 80 million pictures and videos daily. This large volume of user-generated content is the application’s notable strength, but also makes the problem of finding the authoritative users for a given topic challenging. Discovering topical authorities can be useful for providing relevant recommendations to the users. In addi
People and Cookies: Imperfect Treatment Assignment in Online Experiments - Meta Research | Meta Research
People and Cookies: Imperfect Treatment Assignment in Online ExperimentsWWW 2016 Identifying the same internet user across devices or over time is often infeasible. This presents a problem for online experiments, as it precludes person-level randomization. Randomization must instead be done using imperfect proxies for people, like cookies, email addresses or device identifiers. Cookies present a u
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