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Communication Technology and New Media Commons™
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Full-Text Articles in Communication Technology and New Media
Text Analysis Of Air Force References In Twitter, Seth A. Kline
Text Analysis Of Air Force References In Twitter, Seth A. Kline
Theses and Dissertations
Social media has grown to become a rich source for opinions, authored by individuals who volunteer them, unedited and in real-time. Armed with this information, an organization like the Air Force can understand the perceptions of consumers and learn to better serve the American taxpayer. To accomplish this goal, this research takes a qualitative approach, utilizing social media analytics in combination with various Text Mining methodologies (word frequency, word relationships, sentiment analysis, topic modeling) to provide insight on Air Force related content shared on Twitter. To provide a well-rounded analysis of the overall perception of the Air Force enterprise, the …
Social Network Threat Detection, Nathanael R. Beveridge
Social Network Threat Detection, Nathanael R. Beveridge
Theses and Dissertations
Various government agencies have a stake in knowing when bad actors cross the United States' borders, or how bad actors may be involved in the ow of people across borders. Interviews conducted at border checkpoints with individuals who intend to cross the border can contain valuable information. The quantity of interviews is such that intelligence analysts could benefit greatly from an automation system that extracts the information they are looking for from within the interviews. This would allow them to focus more of their time on analyzing what is extracted as opposed to inspecting all interviews themselves. The information extracted …