Accession Number:

ADA496372

Title:

Text Analysis Using Automated Language Translators

Descriptive Note:

Conference paper

Corporate Author:

MILITARY ACADEMY WEST POINT NY DEPT OF MATHEMATICAL SCIENCES

Personal Author(s):

Report Date:

2006-11-01

Pagination or Media Count:

12.0

Abstract:

Text analysis is a new tool with many interesting possibilities for intelligence-gathering. Software being developed by Carnegie Mellon University can output a mental model of a text with the top six concepts in that text. This can be used to automatically analyze thousands of texts to search for keywords, find trends over time, or compare two different geographic areas. The problem is that most of the texts that intelligence analysts would use are not in English. Machine translators like the Forward Area Language Converter FALCon produce English text that is hard for the average person to read but this machine-translated text appears to be just as useful for text analysis as human-translated text. Using machines instead of humans to translate text can save intelligence agencies time and money.

Subject Categories:

  • Linguistics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE