Survey of Text Mining: Clustering, Classification, and Retrieval

Berry

ISBN 10: 8181285816 / ISBN 13: 9788181285812

Published by Springer, 2007

About this Item

Like New.

Seller Inventory # D7F9-0-M-8181285816-6

Bibliographic Details

• Title: Survey of Text Mining: Clustering, Classification, and Retrieval
• Publisher: Springer
• Publication Date: 2007
• Language: English
• ISBN 10: 8181285816
• ISBN 13: 9788181285812
• Binding: Paperback
• Condition: Like New
• Book Type: book

About this title

Synopsis

Extracting content from text continues to be an important research problem for information processing and management. Approaches to capture the semantics of text-based document collections may be based on Bayesian models, probability theory, vector space models, statistical models, or even graph theory. As the volume of digitized textual media continues to grow, so does the need for designing robust, scalable indexing and search strategies (software) to meet a variety of user needs. Knowledge extraction or creation from text requires systematic yet reliable processing that can be codified and adapted for changing needs and environments. This book will draw upon experts in both academia and industry to recommend practical approaches to the purification, indexing, and mining of textual information. It will address document identification, clustering and categorizing documents, cleaning text, and visualizing semantic models of text.