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Mining Unstructured Text at Gigabyte per Second Speeds

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1 Author(s)
Ratner, A. ; Nat. Security Agency, Fort Meade, MD

Humans communicate with text in thousands of languages, in dozens of scripts, in a variety of binary codes, on millions of topics. There is a need, for both government and commercial applications, to identify these text characteristics to enable follow-on processing such as transcoding, translation, transliteration, routing and prioritization. This paper deals with the implementation of real-time mining of unstructured text on high-speed hardware capable of processing network data streams at gigabyte per second speeds.

Published in:
Data Mining Workshops, 2008. ICDMW '08. IEEE International Conference on

Date of Conference: 15-19 Dec. 2008

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