Inductive Inference for Large Scale Text Classification

Inductive Inference for Large Scale Text Classification
Author :
Publisher : Springer Science & Business Media
Total Pages : 169
Release :
ISBN-10 : 9783642045325
ISBN-13 : 3642045324
Rating : 4/5 (324 Downloads)

Book Synopsis Inductive Inference for Large Scale Text Classification by : Catarina Silva

Download or read book Inductive Inference for Large Scale Text Classification written by Catarina Silva and published by Springer Science & Business Media. This book was released on 2009-11-13 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: Text classification is becoming a crucial task to analysts in different areas. In the last few decades, the production of textual documents in digital form has increased exponentially. Their applications range from web pages to scientific documents, including emails, news and books. Despite the widespread use of digital texts, handling them is inherently difficult - the large amount of data necessary to represent them and the subjectivity of classification complicate matters. This book gives a concise view on how to use kernel approaches for inductive inference in large scale text classification; it presents a series of new techniques to enhance, scale and distribute text classification tasks. It is not intended to be a comprehensive survey of the state-of-the-art of the whole field of text classification. Its purpose is less ambitious and more practical: to explain and illustrate some of the important methods used in this field, in particular kernel approaches and techniques.


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