INTELLIGENT TEXT CATEGORIZATION AND CLUSTERING

FRAN A, FELIPE M. G.

ISBN 10: 3540856439 / ISBN 13: 9783540856436

Verlag: SPRINGER, 2009

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Inhaltsangabe:

Automatic Text Categorization and Clustering are becoming more and more important as the amount of text in electronic format grows and the access to it becomes more necessary and widespread. Well known applications are spam filtering and web search, but a large number of everyday uses exist (intelligent web search, data mining, law enforcement, etc.) Currently, researchers are employing many intelligent techniques for text categorization and clustering, ranging from support vector machines and neural networks to Bayesian inference and algebraic methods, such as Latent Semantic Indexing.

This volume offers a wide spectrum of research work developed for intelligent text categorization and clustering. In the following, we give a brief introduction of the chapters that are included in this book.

Von der hinteren Coverseite:

Automatic Text Categorization and Clustering are becoming more and more important as the amount of text in electronic format grows and the access to it becomes more necessary and widespread. Well known applications are spam filtering and web search, but a large number of everyday uses exist (intelligent web search, data mining, law enforcement, etc.) Currently, researchers are employing many intelligent techniques for text categorization and clustering, ranging from support vector machines and neural networks to Bayesian inference and algebraic methods, such as Latent Semantic Indexing.

This volume offers a wide spectrum of research work developed for intelligent text categorization and clustering. In the following, we give a brief introduction of the chapters that are included in this book.

Bibliografische Details

Titel: INTELLIGENT TEXT CATEGORIZATION AND ...
Verlag: SPRINGER
Erscheinungsdatum: 2009
Einband: Hardcover
Zustand: Brand New
Auflage: Internationale Ausgabe