Applications of text analytics in the intelligence community
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Authors
Hall, Daniel M.
Subjects
topic analysis
intelligence
text analytics
Islamic State
intelligence
text analytics
Islamic State
Advisors
Royset, Johannes O.
Date of Issue
2016-06
Date
Jun-16
Publisher
Monterey, California: Naval Postgraduate School
Language
Abstract
We evaluate Anseri, a commercial text analytics software, and its ability to assist a military intelligence analyst in the planning phase of major operations. The intelligence cycle involves extensive, timely, and detailed analysis of the operating environment. This requires a lot of reading by intelligence analysts to fully analyze the content. Tools that automate the initial summarization of the topic themes in a large body of text reduce the amount of time spent reading the material and focus the analyst's research efforts by providing a method to prioritize documents based on their relevance to the research topic. Anseri's utility is tested on a corpus of Islamic State press releases to demonstrate the analyst's ability to quickly gain a basic understanding of the thematic nature of the corpus and prioritize deeper research.
Type
Thesis
Description
Series/Report No
Department
Operations Research
Organization
Identifiers
NPS Report Number
Sponsors
Funder
Format
Citation
Distribution Statement
Approved for public release; distribution is unlimited.
Rights
This 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.