Practical Text Mining with Perl - Couverture rigide

Bilisoly, Roger

Couverture rigide

ISBN 10 : 0470176431 ISBN 13 : 9780470176436

Editeur : Wiley, 2008

Synopsis

Practical Text Mining with Perl Provides readers with the methods, algorithms, and means to perform text mining tasks This book is devoted to the fundamentals of text mining using Perl, an open-source programming tool that is freely available via the Internet ( perl. org).

A propos du livre

Quatrième de couverture :

Provides readers with the methods, algorithms, and means to perform text mining tasks

This book is devoted to the fundamentals of text mining using Perl, an open–source programming tool that is freely available via the Internet (www.perl.org). It covers mining ideas from several perspectives statistics, data mining, linguistics, and information retrieval and provides readers with the means to successfully complete text mining tasks on their own.

The book begins with an introduction to regular expressions, a text pattern methodology, and quantitative text summaries, all of which are fundamental tools of analyzing text. Then, it builds upon this foundation to explore:

• Probability and texts, including the bag–of–words model

• Information retrieval techniques such as the TF–IDF similarity measure

• Concordance lines and corpus linguistics

• Multivariate techniques such as correlation, principal components analysis, and clustering

• Perl modules, German, and permutation tests

Each chapter is devoted to a single key topic, and the author carefully and thoughtfully introduces mathematical concepts as they arise, allowing readers to learn as they go without having to refer to additional books. The inclusion of numerous exercises and worked–out examples further complements the book′s student–friendly format.

Practical Text Mining with Perl is ideal as a textbook for undergraduate and graduate courses in text mining and as a reference for a variety of professionals who are interested in extracting information from text documents.

Revue de presse :

" Practical Text Mining with Perl is an excellent book for readers at a variety of different programming skill levels Bilisoly′s book would serve as a good text for an introductory text mining course, and could be supplemented with lecture notes for Web mining or data mining courses." ( Journal of Statistical Software, January 2009)

À propos de cette édition

• Éditeur: Wiley
• Date d'édition: 2008
• ISBN 10: 0470176431
• ISBN 13: 9780470176436
• Reliure: Relié
• Nombre de pages: 320