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Structural Multi-Task Transfer Learning To support analysis of real-time streaming data for situational awareness, we created methods for recognition patterns in textual data and determining credibility of textual data. Tactical Analytics Recognizing Patterns of Life and Determining Credibility of Textual Data
unpublished
Patterns of Life: To recognize patterns of life in textual data we use the concept of "scripts". A script is a series of ordered, related events that describe a stereotypical pattern that adversaries follow during military and other activities. Scripts allow analysts to recognize these patterns and make predictions about emerging events. This year's work was focused on automatically identifying scripts from streaming data, accounting for multiple pathways through the script.
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