Multilingual Text Analysis: Challenges, Models, and Approaches
| AUTHOR | Vanetik, Natalia; Litvak, Marina; Vanetik, Natalia et al. |
| PUBLISHER | World Scientific Publishing Company (03/05/2019) |
| PRODUCT TYPE | Hardcover (Hardcover) |
Description
Text analytics (TA) covers a very wide research area. Its overarching goal is to discover and present knowledge -- facts, rules, and relationships -- that is otherwise hidden in the textual content. The authors of this book guide us in a quest to attain this knowledge automatically, by applying various machine learning techniques.This book describes recent development in multilingual text analysis. It covers several specific examples of practical TA applications, including their problem statements, theoretical background, and implementation of the proposed solution. The reader can see which preprocessing techniques and text representation models were used, how the evaluation process was designed and implemented, and how these approaches can be adapted to multilingual domains.
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Product Format
Product Details
ISBN-13:
9789813274877
ISBN-10:
9813274875
Binding:
Hardback or Cased Book (Sewn)
Content Language:
English
More Product Details
Page Count:
500
Carton Quantity:
16
Product Dimensions:
6.00 x 1.06 x 9.00 inches
Weight:
1.84 pound(s)
Country of Origin:
SG
Subject Information
BISAC Categories
Computers | Programming - Games
Computers | Languages - General
Descriptions, Reviews, Etc.
publisher marketing
Text analytics (TA) covers a very wide research area. Its overarching goal is to discover and present knowledge -- facts, rules, and relationships -- that is otherwise hidden in the textual content. The authors of this book guide us in a quest to attain this knowledge automatically, by applying various machine learning techniques.This book describes recent development in multilingual text analysis. It covers several specific examples of practical TA applications, including their problem statements, theoretical background, and implementation of the proposed solution. The reader can see which preprocessing techniques and text representation models were used, how the evaluation process was designed and implemented, and how these approaches can be adapted to multilingual domains.
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List Price $180.00
Your Price
$178.20