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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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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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Portable Language-Independent Adaptive Translation From OCR
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In: DTIC (2009)
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Portable Language-Independent Adaptive Translation from OCR
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In: DTIC (2009)
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Portable Language-Independent Adaptive Translation from OCR. Phase 1
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In: DTIC (2009)
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Coherence of Off-Topic Responses for a Virtual Character
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In: DTIC (2008)
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Portable Language-Independent Adaptive Translation from OCR
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In: DTIC (2008)
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Portable Language-Independent Adaptive Translation From OCR
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In: DTIC (2008)
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| 9 |
A GH-Based Ontology to Support Applications for Automating Decision Support
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In: DTIC (2005)
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| 10 |
The Case for Using Semantic Nets as a Convergence Format for Symbolic Information Fusion
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In: DTIC AND NTIS (2004)
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Consolidating the Results of the CIRCSIM-Tutor Project and Further Consolidation of the Results of the CIRCSIM-Tutor Project
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In: DTIC AND NTIS (2003)
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TRAINS: Dialogue Transcription Tools.
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In: DTIC AND NTIS (1994)
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| 16 |
Detection and Correction of Repairs in Human-Computer Dialog
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In: DTIC (1992)
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A Nonclausal Connection-Graph Resolution Theorem-Proving Program
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In: DTIC (1982)
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Adaptive Understanding: Correcting Erroneous Inferences.
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In: DTIC AND NTIS (1980)
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