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All-source intelligence production involves the collection and analysis of intelligence data provided in various formats (raw data from sensors, imagery, text-based from human reports, etc.) and distributed across heterogeneous data stores. The advance in sensing technologies, the acquisition of new sensors, and use of mobile devices result in the production of an overwhelming amount of sensed data, that augment the challenges to transform these raw data into useful, actionable intelligence indblp:conf/stids/Boury-Brisset13 fatcat:j3f4ajty4bbfzozmuvphgwdiia