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LEVERAGING PREDICTIVE ANALYTICS TO ASSESS 7TH FLEET SUSTAINMENT
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ONE IN A MILLION: FINDING THE INNOVATIVE IDEA
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Abstract:
Reissued 3/14/2019 with corrections to the abstract. ; The increasing emphasis on innovation and the massive amounts of data that are collected and stored from innovative platforms provide for an opportunity to analyze innovative ideation data sets. However, the Department of the Navy does not currently have an effective way to analyze and visualize the innovative ideations posted on their idea-producing platforms. At present, big data analysis is conducted by humans who manually sift through each ideation posted and are virtually unable to fully depict and connect multiple and mutual ideas. This current process is very labor intensive and time consuming, and is subject to human error. This thesis assists in this endeavor by providing a proof of concept through use of Lexical Link Analysis (LLA) to analyze a large data set from an innovative ideation platform, the Massive Multiplayer Online War game Leveraging the Internet (MMOWGLI). LLA provides an automated methodology to depict pattern recognition, anomaly detection, and data fusion derived from this dataset. Through the use of LLA, MMOWGLI data are visually depicted, showing these ideas and how they interrelate as well as revealing emerging themes and patterns that can be more easily understood so that decision makers are presented with increasingly useful and accurate information. ; http://archive.org/details/oneinamillionfin1094560450 ; Outstanding Thesis ; Captain, United States Marine Corps ; Approved for public release; distribution is unlimited.
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Keyword:
big data; big data analysis; bigram word pairs; innovation; innovative; Lexical Link Analysis; LLA; MMOWGLI; war game
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URL: http://hdl.handle.net/10945/60450
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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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