Aspects of Automatic Text Analysis / Edition 1

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This book presents recent developments in automatic text analysis. Providing an overview of linguistic modeling, it collects contributions of authors from a multidisciplinary area that focus on the topic of automatic text analysis from different perspectives. It includes chapters on cognitive modeling and visual systems modeling, and contributes to the computational linguistic and information theoretical grounding of automatic text analysis.

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Editorial Reviews

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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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Product Details

  • ISBN-13: 9783540375203
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 11/29/2006
  • Series: Studies in Fuzziness and Soft Computing Series, #209
  • Edition description: 2007
  • Edition number: 1
  • Pages: 444
  • Product dimensions: 1.13 (w) x 6.14 (h) x 9.21 (d)

Table of Contents

Introduction: Machine Learning in a Semiotic Perspective.- Introduction: Machine Learning in a Semiotic Perspective.- Information Modeling.- Precisiated Natural Language.- On the Issue of Linguistic Approximation.- A Semiotic Approach to Complex Systems.- Models of Semantic Spaces.- On the Mathematics of Semantic Spaces.- Models of Semantic Spaces.- Compositionality in Quantitative Semantics. A Theoretical Perspective on Text Mining.- Quantitative Linguistic Modeling.- A Structuralist Framework for Quantitative Linguistics.- Quantitative Analysis of Syntactic Structures in the Framework of Synergetic Linguistics.- Latent Connotative Text Structure.- Corpus Linguistic and Text Technological Modeling.- Inferring Meaning: Text, Technology and Questions of Induction.- Linguistic Information Modeling: From Kilivila Verb Morphology to RelaxNG.- Affix Discovery by Means of Corpora: Experiments for Spanish, Czech, Ralámuli and Chuj.- Licensing Strategies in Natural Language Processing.- Text Categorization and Classification.- The Surface of Argumentation and the Role of Subordinating Conjunctions.- Computing with Words for Text Categorization.- Neural Networks, Fuzzy Models and Dynamic Logic.- Cognitive Modeling.- A Cognitive Systems Approach to Automatic Text Analysis.- System Theoretical Research on Language and Communication: The Extended Experimental-Simulative Method.- Visual Systems Modeling.- The Dimensionality of Text and Picture and the Cross-Cultural Organization of Semiotic Complexes.

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