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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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Abstract:
DoD acquisition is an extremely complex system, composed of myriad stakeholders, processes, people, activities, and organizational structures. Processes within this complex system are encumbered by continuous creation of large amounts of unstructured and unformatted acquisition program data. Acquisition analysts and decision-makers must analyze this available data to obtain a complete and understandable picture. For those embedded within the complexities of the acquisition community, this effort represents a daunting, if not impossible, task. We apply a data-driven automation system, namely, Lexical Link Analysis (LLA), to help acquisition researchers and decision-makers recognize important connections (concepts) that form patterns derived from dynamic, ongoing data collection. This year we have built two use cases of the LLA web service to develop focused practice and theory. In practice, we have been examining both LLA and System Self-Awareness (SSA) as knowledge management tools for scoring/ranking interesting information and for visualizing/reporting correlations among categories of information. In theory, we have shown how to optimize the overall fitness of the system by considering the trade-off between a node's authority and expertise. This work has advanced the DoD-wide effort of integrating and maintaining authoritative and accurate acquisition data services in both legacy and new platforms. ; Acquisition Research Sponsored Report Series.
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Keyword:
*ACQUISITION PROGRAM AWARENESS; *ACQUISITION PROGRAM DATA; *AUTOMATION; *CORRELATION; *DATA MINING; *KNOWLEDGE MANAGEMENT; *LEXICAL LINK ANALYSIS; *LINKAGES; *MILITARY PROCUREMENT; *SEMANTICS; *TEXT MINING; *UNFORMATTED DATA; *UNSTRUCTURED DATA; *WORDS(LANGUAGE); ACATII PROGRAMS; AUTHORITY CENTRALITY; AWARENESS; Cybernetics; DATA ACQUISITION; DATA-DRIVEN AUTOMATION; DEPARTMENT OF DEFENSE; EXPERTISE CENTRALITY; GRAPHS; Information Science; INTERNET; KNOWLEDGE NETWORK THEORY; LEXICAL LINK ANALYSIS WEB SERVICE; Linguistics; Logistics; MDAP(MAJOR DEFENSE ACQUISITION PROGRAMS); MILITARY BUDGETS; Military Facilities and Supplies; PATTERN RECOGNITION; PROGRAM ELEMENTS; RANKING; SCORING; SEMANTIC NETWORKS; SSA(SYSTEM SELF-AWARENESS); STATISTICAL ANALYSIS; Statistics and Probability; UJTL(UNIVERSAL JOINT TASK LISTS); UNS(URGENT NEED STATEMENTS); USE CASES; VALIDATION; WARFIGHTER REQUIREMENTS; WORD NETWORKS
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URL: http://www.dtic.mil/docs/citations/ADA570580
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA570580
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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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Social network collaboration for crisis response operations developing a Situational Awareness (SA) tool to improve Haiti's interagency relief efforts
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Social network collaboration for crisis response operations developing a Situational Awareness (SA) tool to improve Haiti's interagency relief efforts
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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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Communication Strategy Use and Negotiation of Meaning in Text Chat and Videoconferencing
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In: ETD Archive (2010)
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Matching Navy Recruiting Needs with Social Network Profiles Using Lexical Link Analysis, Presentation
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Towards Real-time Program Awareness via Lexical Link Analysis '
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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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Towards Real-time Program Awareness via Lexical Link Analysis
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In: DTIC (2010)
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