Aspects of Automatic Text Analysis

• Main Authors: Mehler, Alexander (Author), Köhler, Reinhard (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
• Series: Studies in Fuzziness and Soft Computing, 209
• Subjects: Engineering.; Artificial intelligence.; Text processing (Computer science).; Computational linguistics.; Pattern recognition.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Document Preparation and Text Processing.; Language Translation and Linguistics.; Pattern Recognition.

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 academ...

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.