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Local Space-Time Smoothing for Version Controlled Documents (1003.1410v2)
Published 6 Mar 2010 in cs.GR, cs.CL, and cs.LG
Abstract: Unlike static documents, version controlled documents are continuously edited by one or more authors. Such collaborative revision process makes traditional modeling and visualization techniques inappropriate. In this paper we propose a new representation based on local space-time smoothing that captures important revision patterns. We demonstrate the applicability of our framework using experiments on synthetic and real-world data.