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LEVERAGING PREDICTIVE ANALYTICS TO ASSESS 7TH FLEET SUSTAINMENT
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MV-22 SUPPLY CHAIN AGILITY: A STATIC SUPPLY CHAIN SUPPORTING A DYNAMIC DEPLOYMENT
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Leveraging Lexical Link Analysis (LLA) to discover new knowledge
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Leveraging Lexical Link Analysis (LLA) To Discover New Knowledge
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In: Military Cyber Affairs (2016)
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Lexical Link Analysis Application: Improving Web Service to Acquisition Visibility Portal
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In: DTIC (2014)
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Improving DoD Energy Efficiency: Combining MMOWGLI Social-Media Brainstorming with Lexical Link Analysis (LLA) to Strengthen the Defense Acquisition Process
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In: DTIC (2013)
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Lexical Link Analysis Application: Improving Web Service to Acquisition Visibility Portal
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In: DTIC (2013)
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Semantic and social networks comparison for the Haiti earthquake relief operations from APAN data sources using lexical link analysis (LLA)
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Semantic and Social Networks Comparison for the Haiti Earthquake Relief Operations from APAN Data Sources using Lexical Link Analysis (LLA)
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In: DTIC (2012)
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Applications of Lexical Link Analysis Web Service for Large-Scale Automation, Validation, Discovery, Visualization, and Real-Time Program Awareness
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In: DTIC (2012)
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System Self-Awareness and Related Methods for Improving the Use and Understanding of Data within DoD
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Lexical Link Analysis for the Haiti earthquake Relief Operation Using Open Data Sources
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Lexical Link Analysis for the Haiti Earthquake Relief Operation Using Open Data Sources
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In: DTIC (2011)
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Matching Navy Recruiting Needs with Social Network Profiles Using Lexical Link Analysis, Presentation
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Matching Navy Recruiting Needs with Social Network Profiles Using Lexical Link Analysis. N1 FY10 Research Project
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In: DTIC (2010)
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Maritime Domain Awareness via Agent Learning and Collaboration
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In: DTIC (2010)
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Abstract:
Maritime security is vital to US security. Enhanced Maritime Domain Awareness (MDA) of potential threats in this dynamic environment can be achieved, yet requires integrated analysis from numerous sources in real time. We will present a learning agent technology that integrates structured and unstructured data and discovers behavior patterns from varied sources such as Automatic Information Systems (AIS), Coast Guard, and police contextual information including: maritime commercial activities, weather, terrain, environmental conditions, maritime incidents, casualties, and military exercises. These discovered patterns can help correlate warnings and reduce false alarms in support of maritime security. We will show our test results from the Trident Warrior (TW08) exercise. We will also discuss the agent learning applied to system self-awareness, where we consider that the cognitive interface between decision makers and a complex system may be expressed in a range of terms or "features," i.e. specific vocabulary to describe a System of Systems (SoS) or so-called Lexical Link Analysis (LLA). MDA is an extremely varied and dynamic SoS, requiring constant collaboration and decision making. We will discuss prototypes of agent learning and collaboration, LLA, and visualization that provide real-time "views" of SoS to support large-scale decision making for MDA technology acquisition, irregular warfare at sea, and intelligence collection with analysis automation. ; Presented at 15th ICCRTS, International Command and Control, Research and Technology Symposium, Santa Monica, California, June 22-24, 2010.
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Keyword:
*DATA FUSION; *DECISION SUPPORT SYSTEMS; *OCEAN SURVEILLANCE; *SITUATIONAL AWARENESS; BRIEFING CHARTS; Cybernetics; FIELD TESTS; FLEET EXERCISES; INFORMATION RETRIEVAL; KNOWLEDGE MANAGEMENT; LEARNING AGENT TECHNOLOGY; LEARNING MACHINES; LLA(LEXICAL LINK ANALYSIS); MDA(MARITIME DOMAIN AWARENESS); Military Intelligence; Naval Surface Warfare; PATTERN RECOGNITION; SOFTWARE TOOLS; SOS(SYSTEM OF SYSTEMS); SYMPOSIA; Undersea and Antisubmarine Warfare
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URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA525250 http://www.dtic.mil/docs/citations/ADA525250
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