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1
Evaluating DLAB as a Predictor of Foreign Language Learning
In: DTIC (2012)
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2
Examine Ways to Decrease Training Duration While Maintaining Training Objective
In: DTIC (2012)
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3
Examine the Impact of Training Duration on Retention
In: DTIC (2012)
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4
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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5
3D Photonic Crystals Build Up By Self-Organization Of Nanospheres
In: DTIC (2006)
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6
Virtual, Mixed, and Augmented Survey - Germany
In: DTIC (2005)
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7
Semantic Interoperability in AD Hoc Wireless Networks
In: DTIC AND NTIS (2001)
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8
The Temple Translator's Workstation Project
In: DTIC (1996)
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9
Acquaintance: Language-Independent Document Categorization by N-Grams
In: DTIC (1995)
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10
TMSS Parsing Test, MIL-M-9977J, Appendix I, NATO Stage B Cross-Servicing Checklist (CL1), Document Type Definition.
In: DTIC AND NTIS (1994)
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11
Progressive-Search Algorithms for Large-Vocabulary Speech Recognition
In: DTIC (1993)
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12
MUC-4 Test Results and Analysis
In: DTIC (1992)
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13
Neuro-Triggered Training
In: DTIC AND NTIS (1991)
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14
Short Term Retention of Temporal Sequence, Spatial Location, and Item Magnitude Information
In: DTIC AND NTIS (1990)
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15
Plans for a Task-Oriented Evaluation of Natural Language Understanding Systems
In: DTIC (1989)
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16
Electric and Magnetic Brain Activity Related to Cognitive Performance
In: DTIC AND NTIS (1988)
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17
Three Short Papers on Language and Connectionism
In: DTIC AND NTIS (1987)
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18
An Equipment Model and Its Role in the Interpretation of Noun Phrases
In: DTIC AND NTIS (1987)
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19
Equipment Simulation for Language Understanding
In: DTIC AND NTIS (1987)
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20
The REBATRON as a High Energy Accelerator.
In: DTIC AND NTIS (1986)
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