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1
The Importance of Why: An Intelligence Approach for a Multi-Polar World
Smith,Frank A. - 2016
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2
Assessing Sentiment In Conflict Zones Through Social Media
Abstract: While it is widely accepted that polling can assess levels of popular support in a geographic area by surveying a cross-segment of its population, it is less well accepted that analysts can use social media analysis to assess sentiment or popular support within the same space. We examine this question by comparing geographically anchored polling and social media data, utilizing over 1.4million geo-referenced messages sent through the Twitter network from Yemen over the period from October 2013 to January 2014, to assess both support for extremist groups and support to the Yemeni government. From our research, we conclude that social media data, when combined with polling, has a positive impact on analysis. It can also be a reliable source of stand-alone data for evaluating popular support under certain conditions. Therefore, we recommend future research projects focus on improving the quality of social media data and on operational changes to improve the integration of social media analysis into assessment plans.
Keyword: artificial intelligence; artificial neural networks; computational linguistics; counterterrorism; data acquisition; demography; information exchange; Information Science; military organizations; natural language computing; polling; regression analysis; sentiment; social media; surveys; terrorism; Twitter; unconventional warfare; yemen
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=AD1030712
http://www.dtic.mil/docs/citations/AD1030712
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3
Using Target Audience Analysis to Aid Strategic Level Decisionmaking
In: DTIC (2015)
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4
Training Cyber Warriors: What Can Be Learned from Defense Language Training?
In: DTIC (2015)
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5
Using Target Network Modelling to Increase Battlespace Agility
In: DTIC (2013)
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6
Enabling Efficient Intelligence Analysis in Degraded Environments
In: DTIC (2013)
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7
The Future of US-Pakistan Relations
In: DTIC (2012)
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8
Conference Report: Cultural and Linguistic Advancement for Mission Success: Enhancing Language, Regional and Cultural Capabilities Across Whole of Government for an Effective COIN Strategy
In: DTIC (2012)
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9
An Exit Strategy Not a Winning Strategy? Intelligence Lessons from the British 'Emergency' in South Arabia, 1963-67
In: DTIC (2012)
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10
Preventing Intelligence Failures in an Unpredictable 21st Century
In: DTIC (2012)
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11
Confronting the Terrorism of Boko Haram in Nigeria
In: DTIC (2012)
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12
USSOCOM Research Topics 2012
In: DTIC (2012)
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13
Research on Using Cellular Technology for a Motivational Intervention Among OEF/OIF Veteran's with PTSD
In: DTIC (2012)
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14
Counterterrorism v. Counterinsurgency: Lessons from Algeria and Afghanistan
In: DTIC (2011)
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15
Analyzing Taliban taranas (Chants): An Effective Afghan Propaganda Artifact
In: DTIC (2011)
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16
Report of the Defense Science Board Task Force on Defense Intelligence - Counterinsurgency (COIN) Intelligence, Surveillance, and Reconnaissance (ISR) Operations
In: DTIC (2011)
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17
An Intelligence-Sharing Continuum: Next Generation Requirements for U.S. Counterterrorism Efforts
In: DTIC (2011)
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18
Knowing What We Knew: Intelligence Failures and Knowledge Management
In: DTIC (2011)
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19
Sensitive Covert Action Notifications: Oversight Options for Congress
In: DTIC (2011)
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20
The International Nexus Between Drugs and Terror: Lessons in Conflict and Diplomacy
In: DTIC (2010)
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