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1
Pre-Accession Factors in the Performance and Retention of Hispanic Enlistees
In: DTIC (2015)
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2
Optimizing the Defense Language Institute English Language Center
In: DTIC (2012)
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3
2011 JSOU and NDIA SO/LIC Division Essays
In: DTIC (2011)
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4
Marine Corps Intelligence: Investing in Its Personnel for Fourth Generation Warfare
In: DTIC (2009)
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5
Blog Fingerprinting: Identifying Anonymous Posts Written by an Author of Interest Using Word and Character Frequency Analysis
In: DTIC (2009)
Abstract: Internet blogs are an easily accessible means of global communications. Monitoring blogs for criminal and terrorist activity is a serious challenge, due to blogs' anonymous nature and the sheer volume of data. The intelligence community is often faced with more information than it can process. The need exists to develop methods for processing the massive amounts of data this media presents, without a significant increase in manpower. An automated tool capable of identifying posts written by an individual, given a sample of his writing, would allow law enforcement and intelligence agencies to gather evidence that would otherwise be overlooked due to manpower and time constraints. This research focuses on identifying blog posts written by a particular author, when we do not have a model of every potential author. Previous research either builds a distinct model for every possible author, or limits itself to large documents. Neither approach is appropriate for processing blog posts. Blog posts tend to be short documents, and building a distinct model of each author is unreasonable if you are looking for one author among millions. We address this problem by combining sample posts by other authors to create a model of an "average author." ; The original document contains color images.
Keyword: *AUTHOR ATTRIBUTION; *AUTHORSHIP ATTRIBUTION; *AUTHORSHIP VERIFICATION; *BLOGS(WEB LOGS); *CRIMINOLOGY; *CYBERTERRORISM; *INTERNET; *NATURAL LANGUAGE; *PATTERN RECOGNITION; *SOCIAL COMMUNICATION; *TEXT PROCESSING; AUTOMATION; BAYES THEOREM; CHARACTER FREQUENCY ANALYSIS; Command; Computer Programming and Software; Control and Communications Systems; Cybernetics; DISTINCTIVE MISSPELLINGS; DOCUMENTS; F-SCORES; FREQUENCY; GLOBAL COMMUNICATIONS; HYPERPLANES; Information Science; INTELLIGENCE; INTERNET COMMUNICATION; INVERSE DOCUMENT FREQUENCY; KOPPEL; KOPPEL'S UNMASKING; LAW ENFORCEMENT; LEARNING MACHINES; Linguistics; MACHINE LEARNING; MANPOWER; Military Intelligence; N-GRAMS; NAIVE BAYES; NATURAL LANGUAGE PROCESSING; POSTS(WEB LOGS); SHORT RANGE(TIME); Sociology and Law; SVM(SUPPORT VECTOR MACHINES); TERM FREQUENCY; TERRORISM; THESES; TOKENIZING; TOOLS; WORD FREQUENCY ANALYSIS
URL: http://www.dtic.mil/docs/citations/ADA508981
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA508981
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6
Options for Meeting U.S. Navy Foreign Language and Cultural Expertise Requirements in the Post 9/11 Security Environment
In: DTIC (2009)
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7
The Next Best Alternative to an Ideal Recruit: Attrition Characteristics of Recruits with Waivers and Low Educational Credentials in the U.S. Army
In: DTIC (2009)
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8
Enabling Bottom-Up Intelligence Reporting
In: DTIC (2008)
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9
Study of Navy Enlisted Attrition: Race, Ethnicity, and Type of Occupation
In: DTIC (2008)
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10
Attracting "Cutting-Edge" Skills Through Reserve Component Participation
In: DTIC AND NTIS (2003)
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11
The World Factbook 2002
In: DTIC (2002)
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12
Fleet Attrition: What Causes It and What to Do About It
In: DTIC AND NTIS (2001)
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13
Unity of Command and the Prosecution of the Joint Theater Missile Defense Battle
In: DTIC (1997)
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14
Cancer Prevention and Control Research Manpower Development
In: DTIC (1997)
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15
JPRS Report: Science and Technology, Central Eurasia: Science and Technology Policy.
In: DTIC AND NTIS (1993)
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16
Satisfying the Army's Linguist Needs: How Much is Enough?
In: DTIC AND NTIS (1993)
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17
A Formal Theory of C3 and Data Fusion
In: DTIC AND NTIS (1991)
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18
Health Professionals Special Pays Study: Report to Congress on Armed Forces Health Professionals Special Pays -- Other Health Care Providers
In: DTIC (1988)
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19
Toward an Artificial Intelligence Environment for DTIC (Defense Technical Information Center): Staffing Qualification Criteria for AI (Artificial Intelligence) Application Development
In: DTIC AND NTIS (1987)
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20
The Latin American Challenge and Army Hispanic Soldier Policy
In: DTIC AND NTIS (1986)
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