Dos Santos Jr, Raimundo F.Shah, SumitChen, FengBoedihardjo, Arnold P.Butler, PatrickLu, Chang-TienRamakrishnan, Naren2013-12-162013-12-162013-12-16http://hdl.handle.net/10919/24701Social media, e.g.,Twitter, have provided us an unprecedented opportunity to observe events un-folding in real-time. The rapid pace at which situations play out on social media necessitates new tools for capturing and summarizing the spatio-temporal progression of events. This technical report describes methods for generating dynamic real-world storylines from Twitter Sources and shares the results of related experiments.enIn CopyrightAlgorithmsData structuresInformation retrievalSpatio-temporal analysisSemantic networksGraph networksTechnical reportTR-13-06