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dc.contributor.advisorZhao, Ying
dc.contributor.authorBellonio, Jennie K.
dc.date.accessioned2018-10-26T19:22:13Z
dc.date.available2018-10-26T19:22:13Z
dc.date.issued2018-09
dc.identifier.urihttp://hdl.handle.net/10945/60450
dc.descriptionApproved for public release. distribution is unlimiteden_US
dc.descriptionReissued 3/14/2019 with corrections to the abstract.
dc.description.abstractThe 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.en_US
dc.description.urihttp://archive.org/details/oneinamillionfin1094560450
dc.publisherMonterey, CA; Naval Postgraduate Schoolen_US
dc.rightsThis publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.en_US
dc.titleONE IN A MILLION: FINDING THE INNOVATIVE IDEAen_US
dc.typeThesisen_US
dc.contributor.secondreaderMacKinnon, Douglas J.
dc.contributor.departmentInformation Sciences (IS)
dc.subject.authorbig dataen_US
dc.subject.authorLLAen_US
dc.subject.authorLexical Link Analysisen_US
dc.subject.authorMMOWGLIen_US
dc.subject.authorbig data analysisen_US
dc.subject.authorbigram word pairsen_US
dc.subject.authorinnovationen_US
dc.subject.authorinnovativeen_US
dc.subject.authorwar gameen_US
dc.description.recognitionOutstanding Thesisen_US
dc.description.serviceCaptain, United States Marine Corpsen_US
etd.thesisdegree.nameMaster of Science in Information Technology Managementen_US
etd.thesisdegree.levelMastersen_US
etd.thesisdegree.disciplineInformation Technology Managementen_US
etd.thesisdegree.grantorNaval Postgraduate Schoolen_US
dc.identifier.thesisid29174


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