Information Extraction from Semi-structured and Unstructured Sources

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A proposed General Entity Recognition System

ISBN: 3659596019
ISBN 13: 9783659596018
Autor: Dumitrescu, Stefan Daniel
Verlag: LAP LAMBERT Academic Publishing
Umfang: 172 S.
Erscheinungsdatum: 27.09.2014
Auflage: 1/2014
Format: 1.1 x 22 x 15
Gewicht: 274 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 7358782 Kategorie:

Beschreibung

We live in an age of information. Everywhere around us information is embedded in the devices we wear, the tools we use, the media we watch or hear, in the workplace and at home. New information is added every second to the interconnected web of devices that is the Internet. This exponential data explosion brings with it the availability of knowledge to end-users, the ability to connect, share, create and develop ideas and businesses together. However, this explosion also brings what is known as Information Overload, where we are bombarded with too much information that actually makes them less productive. The volume of scientific knowledge has outpaced our ability to manage it. In this work we investigate the tools and techniques necessary to create an Information Extraction system that lays the foundation for Semantic Web agents and more complex systems that understand rather that just index the ever-increasing digital data out there.

Autorenporträt

Stefan received his Computer and Information Technology degree from "Politehnica" University of Bucharest in 2008, and obtained his PhD in 2011. He is currently working on the topics of Information Extraction and Information Retrieval, Natural Language Processing, Machine Learning and High Quality Automatic Machine Translation (Phrase-Based SMT).

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