Roles and Success in Wikipedia Talk Pages: Identifying Latent Patterns of Behavior

摘要: In this work we investigate how role-based behavior profiles of a Wikipedia editor, considered against the backdrop roles taken up by other editors in discussions, predict success editor at achieving an impact on associated article. We first contribute new public dataset including task predicting involved discussion, measured operationalization lasting their edits then propose probabilistic graphical model that advances earlier inducing latent discussion using light supervision negotiation task. evaluate performance and interpret findings group configurations lead to certain outcomes Wikipedia.