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Survey of Text Mining II: Clustering, Classification, and Retrieval
Hardcover
General ComputersSystem Administration
ISBN13: 9781848000452
Publisher: Springer
Published: Mar 11 2008
Pages: 240
Weight: 1.07
Height: 0.67 Width: 6.39 Depth: 9.34
Language: English
The development of techniques for mining unstructured, semi-structured, and fully structured textual data has become critical in both academia and industry. This Second Edition brings readers thoroughly up to date with the emerging field of text mining, the application of techniques of machine learning in conjunction with natural language processing, information extraction, and algebraic/mathematical approaches to computational information retrieval. The book explores a broad range of issues, ranging from the development of new learning approaches to the parallelization of existing algorithms. In addition, it describes new application problems in areas such as email surveillance and anomaly detection. Presenting a comprehensive selection of topics within the field, this book is an indispensable resource for researchers, practitioners, and professionals involved in information retrieval, computational statistics, and datamining.
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