Proceedings of the International AAAI Conference on Web and Social Media · 2019 · 15 citations · 13 references
Social SciencesCommunicationConflict StudiesConflict AnalysisConflict ResolutionGroup DynamicsCommunity StructureConflict DynamicsOnline CommunitiesSocial ConflictSocial MediaSocial Network AnalysisAntagonistic InteractionsDiscussion NetworksDynamicsMulti-layer NetworksReddit Communities
Anti-social behaviors in social media can happen both at user and community levels. While a great deal of attention is on the individual as an ‘aggressor,’ the banning of entire Reddit subcommunities (i.e., subreddits) demonstrates that this is a multi-layer concern. Existing research on inter-community conflict has largely focused on specific subcommunities or ideological opponents. However, antagonistic behaviors may be more pervasive and integrate into the broader network. In this work, we study the landscape of conflicts among subreddits by deriving higher-level (community) behaviors from the way individuals are sanctioned and rewarded. By constructing a conflict network, we characterize different patterns in subreddit-to-subreddit conflicts as well as communities of ‘co-targeted’ subreddits .The dynamics of these interactions also reveals a shift in conflict focus over time.
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Community detection algorithms: A comparative analysis
Andrea Lancichinetti, Santo Fortunato · Physical Review E · 2009 · 2.2K citations · Full text
Generalized Louvain method for community detection in large networks
Pasquale De Meo, Emilio Ferrara, Giacomo Fiumara et al. · 2011 · 444 citations · Full text
Patxi Galán-García, José Gaviria de la Puerta, Carlos Laorden Gómez et al. · Logic Journal of IGPL · 2015 · 177 citations