![]() Mendeley offers additional social networking features in the online version that the other products do not. Proactive identification strategies show promise for three reasons: (1) they have potential to reduce the manual efforts required to track communities for problematic content, (2) they give administrators a scientific rationale to back their decisions and interventions, and (3) they facilitate early and more nuanced interventions (than banning or quarantining) to mitigate problematic discourse. Mendeley and Zotero users can create both public and private groups 12, 13, though Mendeley users with a free account can create and own only one private group, and private groups created by free accounts are limited to three members. In this paper, we investigate the feasibility of deploying tools to proactively identify problematic communities on Reddit. If you use Mendeley Desktop to organize all of your research documents and you use Word to write your paper, just install the MS Word Plugin the headache of citations and bibliographies suddenly. Consequently, administrative actions (community bans and quarantines) are often taken only when problematic discourse within a community spills over into the real world with serious consequences. While Mendeley is a great research organizational tool all on its own, the plug-in for Microsoft Word is one optional feature that many people appreciate more than anything. Reddit administrators have generally struggled to prevent or contain such discourse for several reasons including: (1) the inability for a handful of human administrators to track and react to millions of posts and comments per day and (2) fear of backlash as a consequence of administrative decisions to ban or quarantine hateful communities. RefWorks, Zotero, Mendeley: suites of tools and services designed to facilitate discovery and research from start to finish. Reddit has found its communities playing a prominent role in originating and propagating problematic sociopolitical discourse. Organizational and group behavior mediated by social media interpersonal communication mediated by social media, Social network analysis communities identification expertise and authority discovery, Trend identification and tracking time series forecasting, Text categorization topic recognition demographic/gender/age identification Abstract
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