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Item Details
Title: TEXT MINING
FROM ONTOLOGY LEARNING TO AUTOMATED TEXT PROCESSING APPLICATIONS
By: Chris Biemann (Editor), Alexander Mehler (Editor)
Format: Paperback

List price: £76.50


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ISBN 10: 3319359304
ISBN 13: 9783319359304
Publisher: SPRINGER INTERNATIONAL PUBLISHING AG
Pub. date: 24 September, 2016
Edition: Softcover reprint of the original 1st ed. 2014
Series: Theory and Applications of Natural Language Processing
Pages: 238
Synopsis: 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.
Illustrations: 23 Illustrations, color; 27 Illustrations, black and white; X, 238 p. 50
Publication: Switzerland
Imprint: Springer International Publishing AG
Returns: Non-returnable
Some other items by this author:
ASPECTS OF AUTOMATIC TEXT ANALYSIS (HB)
ASPECTS OF AUTOMATIC TEXT ANALYSIS (PB)
DIE DYNAMIK SOZIALER UND SPRACHLICHER NETZWERKE
GENRES ON THE WEB (HB)
GENRES ON THE WEB (PB)
HANDBOOK OF TECHNICAL COMMUNICATION
HANDBOOK OF TECHNICAL COMMUNICATION
HANDBOOK OF TECHNICAL COMMUNICATION (HB)
LANGUAGE PROCESSING AND KNOWLEDGE IN THE WEB (PB)
MEDIENWANDEL ALS WANDEL VON INTERAKTIONSFORMEN
MODELING, LEARNING, AND PROCESSING OF TEXT-TECHNOLOGICAL DATA STRUCTURES (HB)
MODELING, LEARNING, AND PROCESSING OF TEXT-TECHNOLOGICAL DATA STRUCTURES (PB)
NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS (PB)
STRUCTURE DISCOVERY IN NATURAL LANGUAGE (HB)
STRUCTURE DISCOVERY IN NATURAL LANGUAGE (PB)
TEXT MINING (HB)
TOWARDS A THEORETICAL FRAMEWORK FOR ANALYZING COMPLEX LINGUISTIC NETWORKS (HB)
TOWARDS A THEORETICAL FRAMEWORK FOR ANALYZING COMPLEX LINGUISTIC NETWORKS (PB)
TOWARDS AN INFORMATION THEORY OF COMPLEX NETWORKS (HB)



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