Aspects of Automatic Text Analysis

By: Alexander Mehler (Editor), Reinhard Kohler (Editor)

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Hardcover | 1 October 2006

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480 Pages

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24.0 x 15.8 x 3.0

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The significance of natural language texts as the prime information structure for the management and dissemination of knowledge is - as the rise of the web shows - still increasing. Making relevant texts available in different contexts is of primary importance for efficient task completion in academic and industrial settings. Meeting this demand requires automatic form and content based processing of texts, which enables to reconstruct or even to explore the dynamic relationship of language system, text event and context type. The rise of new application areas, disciplines and methods (e.g. text and web mining) testify to the importance of this task. Moreover, the growing area of new media demands the further development of methods of text analysis with respect to their computational linguistic, information theoretical, and mathematical underpinning. This book contributes to this task. It collects contributions of authors from a multidisciplinary area who focus on the topic of automatic text analysis from several (i.e. linguistic, mathematical, and information theoretical) perspectives. It describes methodological as well as methodical foundations and collects approaches in the field of text and corpus linguistics. In this sense, it contributes to the computational linguistic and information theoretical grounding of automatic text analysis.

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"The book considers recent developments in automatic text analysis, and provides an overview of linguistic modelling ... . As a scientific book from a respected publisher, it naturally is fully referenced at the end of each chapter. The book is of a decent font-size, clear black (not grey!) print, and is easy on the eyes ... . Its intended audience is students and researchers in soft computing and text analysis ... ." (Eric Jukes, Informer, Issue 27, Summer, 2008)

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Introduction : machine learning in a semiotic perspective	p. 1
Precisiated natural language	p. 33
On the issue of linguistic approximation	p. 61
A semiotic approach to complex systems	p. 79
On the mathematics of semantic spaces	p. 95
Models of semantic spaces	p. 117
Compositionality in quantitative semantics : a theoretical perspective on text mining	p. 139
A structuralist framework for quantitative linguistics	p. 171
Quantitative analysis of syntactic structures in the framework of synergetic linguistics	p. 191
Latent connotative text structure	p. 211
Inferring meaning : text, technology and questions of induction	p. 233
Linguistic information modeling : from Kilivila verb morphology to RelaxNG	p. 255
Affix discovery by means of corpora : experiments for Spanish, Czech, Ralamuli and Chuj	p. 277
Licensing strategies in natural language processing	p. 301
The surface of argumentation and the role of subordinating conjunctions	p. 323
Computing with words for text categorization	p. 339
Neural networks, fuzzy models and dynamic logic	p. 363
A cognitive systems approach to automatic text analysis	p. 389
System theoretical research on language and communication : the extended experimental-simulative method	p. 401
The dimensionality of text and picture and the cross-cultural organization of semiotic complexes	p. 421
Table of Contents provided by Blackwell. All Rights Reserved.

Aspects of Automatic Text Analysis

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Hardcover

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