Information Extraction: Algorithms And Prospects in a Retrieval Context - Couverture rigide

Moens, Marie-Francine

 
9781402049873: Information Extraction: Algorithms And Prospects in a Retrieval Context

Synopsis

Currently, there is a considerable interest in integrating the results of information extraction in retrieval systems, because of the growing demand for search engines that return precise answers to flexible information queries. Advanced retrieval models satisfy that need and they rely on tools that automatically build a probabilistic model of the content of a (multi-media) document.

The book focuses on content recognition in text. It elaborates on the past and current most successful algorithms and their application in a variety of domains (e.g., news filtering, mining of biomedical text, intelligence gathering, competitive intelligence, legal information searching, and processing of informal text). An important part discusses current statistical and machine learning algorithms for information detection and classification and integrates their results in probabilistic retrieval models. The book also reveals a number of ideas towards an advanced understanding and synthesis of textual content.

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Autres éditions populaires du même titre

9789048172467: Information Extraction: Algorithms and Prospects in a Retrieval Context

Edition présentée

ISBN 10 :  9048172462 ISBN 13 :  9789048172467
Editeur : Springer, 2010
Couverture souple