Aspects of automatic text analysis
著者
書誌事項
Aspects of automatic text analysis
（Studies in fuzziness and soft computing, 209）
Springer, c2007
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注記
Includes bibliographical references and indexes
内容説明・目次
内容説明
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.
目次
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, Ralamuli 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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