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Learning to Understand Natural Language with Less Human Effort
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In: DTIC (2015)
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Enabling Efficient Intelligence Analysis in Degraded Environments
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In: DTIC (2013)
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Automated Extraction and Characterisation of Social Network Data from Unstructured Sources -- An Ontology-Based Approach
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In: DTIC (2013)
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Expanding the Toolkit and Resource Environment to Assist Translation (TREAT) and Its User Base
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In: DTIC (2011)
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Composite Artistry Meets Facial Recognition Technology: Exploring the Use of Facial Recognition Technology to Identify Composite Images
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In: DTIC (2011)
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Transfer Learning in Integrated Cognitive Systems
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In: DTIC (2010)
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Entity Profiling for Intelligence Using the Graphical Overview of Social and Semantic Interactions of People (GOSSIP) Software Tool
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In: DTIC (2010)
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Teaching Intelligence Analysis with TIACRITIS
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In: DTIC (2010)
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Abstract:
This paper 1) discusses the astonishing complexity of intelligence analysis by using the popular metaphor of "connecting the dots," 2) outlines a systematic computational approach, grounded in the Science of Evidence, that allows coping with this complexity, and 3) introduces an innovative intelligent software agent, called TIACRITIS, for teaching intelligence analysts how to perform evidence-based reasoning. TIACRITIS is a web-based system with case studies and knowledge bases incorporating a significant amount of knowledge about evidence, its properties, uses, and discovery. It is a personalizable agent that helps analysts acquire the knowledge, skills, and abilities involved in discovering and processing of evidence and in drawing defensible and persuasive conclusions from it, by employing an effective learning-by-doing approach. It allows analysts to practice and learn how to link evidence to hypotheses through abductive, deductive, and inductive reasoning that establish the basic credentials of evidence: its relevance, believability, and inferential force or weight. Analysts can also experiment with what-if scenarios and study the influence of various assumptions on the final result of analysis. ; Published in the American Intelligence Journal, v28 n2, Dec 2010. Sponsored in part by NSF.
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Keyword:
*COMPUTER PROGRAMS; *INTELLIGENCE; *REASONING; *TEACHING METHODS; ABDUCTIVE REASONING; ANALYSTS; BELIEVABILITY; CASE STUDIES; COGNITION; COMPUTATIONAL APPROACHES; COMPUTATIONS; Computer Programming and Software; CREDIBILITY; DEDUCTIVE REASONING; DIRECTION OF ARGUMENTS; EVIDENCE; EVIDENCE BASED REASONING; FORCE OF ARGUMENTS; Humanities and History; HYPOTHESES; INDUCTIVE REASONING; INTELLIGENCE ANALYSIS; INTERNET; LEARN BY DOING; Military Intelligence; RELEVANCE; SOURCES; TIACRITIS COMPUTER PROGRAM; TRAINING; UNCERTAINTY; WIGMOREAN NETWORKS
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URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA533920 http://www.dtic.mil/docs/citations/ADA533920
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TIACRITIS System and Textbook: Learning Intelligence Analysis through Practice
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In: DTIC (2010)
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Crosslingual Audio Information Retrieval Development
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In: DTIC (2009)
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Pictures from Words, Pictures from Text: Constructing Pictorial Representations of Meaning from Text
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In: DTIC (2009)
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Laboratory for Computational Cultural Dynamics
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In: DTIC (2008)
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Detecting Deception in the Military Infosphere: Improving and Integrating Human Detection Capabilities with Automated Tools
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In: DTIC (2007)
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The Knowledge Matrix Approach to Intelligence Fusion
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In: DTIC (2007)
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Trust in Security-Policy Enforcement Mechanisms
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In: DTIC (2006)
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A Hybrid Approach for QA Track Definitional Questions
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In: DTIC (2006)
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