Text Mining

From Ontology Learning to Automated Text Processing Applications

Autor: Chris Biemann, Alexander Mehler

Limbă:

Legare: Carte broșată

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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This book comprises a set of articles that specify the methodology of text mining, describe the crea...

Informații despre carte

Autor

Chris Biemann, Alexander Mehler

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

238

EAN

9783319359304

ISBN

3319359304

Enbook ID

15193582

Editura

Springer International Publishing AG

Greutate

519

Dimensiuni

155 x 235 x 14

Descriere completă

This book comprises a set of articles that specify the methodology of text mining, describe the creation of lexical resources in the framework of text mining and use text mining for various tasks in natural language processing (NLP). The analysis of large amounts of textual data is a prerequisite to build lexical resources such as dictionaries and ontologies and also has direct applications in automated text processing in fields such as history, healthcare and mobile applications, just to name a few. This volume gives an update in terms of the recent gains in text mining methods and reflects the most recent achievements with respect to the automatic build-up of large lexical resources. It addresses researchers that already perform text mining, and those who want to enrich their battery of methods. Selected articles can be used to support graduate-level teaching. The book is suitable for all readers that completed undergraduate studies of computational linguistics, quantitative linguistics, computer science and computational humanities. It assumes basic knowledge of computer science and corpus processing as well as of statistics.

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Text Mining

From Ontology Learning to Automated Text Processing Applications

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