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Aspects of automatic text analysis.
Authors: ---
ISSN: 14349922 ISBN: 9783540375203 3540375201 9786610935741 128093574X 3540375228 Year: 2007 Volume: v. 209 Publisher: Berlin, Germany ; New York, New York : Springer,

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Abstract

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.

Keywords

Text processing (Computer science) --- Semantics --- Sémantique --- Data processing --- Mathematical models --- Informatique --- Modèles mathématiques --- Computational linguistics. --- Electronic books. -- local. --- Linguistic analysis (Linguistics). --- Linguistic models. --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Civil Engineering --- Applied Mathematics --- Computer Science --- Linguistic analysis (Linguistics) --- Automatic language processing --- Language and languages --- Language data processing --- Linguistics --- Natural language processing (Linguistics) --- Models, Linguistic --- Analysis, Linguistic (Linguistics) --- Engineering. --- Artificial intelligence. --- Text processing (Computer science). --- 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. --- Applied linguistics --- Cross-language information retrieval --- Mathematical linguistics --- Multilingual computing --- Analysis (Philosophy) --- Grammar, Comparative and general --- Typology (Linguistics) --- Natural language processing (Computer science). --- Optical pattern recognition. --- Mathematical and Computational Engineering. --- Artificial Intelligence. --- Natural Language Processing (NLP). --- Optical data processing --- Pattern perception --- Perceptrons --- Visual discrimination --- NLP (Computer science) --- Artificial intelligence --- Electronic data processing --- Human-computer interaction --- Semantic computing --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Engineering --- Engineering analysis --- Mathematical analysis --- Mathematics --- Design perception --- Pattern recognition --- Form perception --- Perception --- Figure-ground perception --- Mathematical models. --- Data processing. --- Processing, Text (Computer science) --- Database management --- Information storage and retrieval systems --- Word processing

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