Practical Text Mining with Perl

Practical Text Mining with Perl
Author :
Publisher : John Wiley & Sons
Total Pages : 306
Release :
ISBN-10 : 9781118210505
ISBN-13 : 1118210506
Rating : 4/5 (506 Downloads)

Book Synopsis Practical Text Mining with Perl by : Roger Bilisoly

Download or read book Practical Text Mining with Perl written by Roger Bilisoly and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Practical Text Mining with Perl Related Books

Practical Text Mining with Perl
Language: en
Pages: 306
Authors: Roger Bilisoly
Categories: Computers
Type: BOOK - Published: 2011-09-20 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

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 ope
Text Mining with R
Language: en
Pages: 193
Authors: Julia Silge
Categories: Computers
Type: BOOK - Published: 2017-06-12 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Chapter 7. Case Study : Comparing Twitter Archives; Getting the Data and Distribution of Tweets; Word Frequencies; Comparing Word Usage; Changes in Word Use; Fa
Text Mining and Analysis
Language: en
Pages: 340
Authors: Dr. Goutam Chakraborty
Categories: Computers
Type: BOOK - Published: 2014-11-22 - Publisher: SAS Institute

DOWNLOAD EBOOK

Big data: It's unstructured, it's coming at you fast, and there's lots of it. In fact, the majority of big data is text-oriented, thanks to the proliferation of
Natural Language Processing and Text Mining
Language: en
Pages: 272
Authors: Anne Kao
Categories: Computers
Type: BOOK - Published: 2007-03-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Natural Language Processing and Text Mining not only discusses applications of Natural Language Processing techniques to certain Text Mining tasks, but also the
Text Mining Application Programming
Language: en
Pages: 440
Authors: Manu Konchady
Categories: Computers
Type: BOOK - Published: 2006 - Publisher:

DOWNLOAD EBOOK

Text mining offers a way for individuals and corporations to exploit the vast amount of information available on the Internet. Text Mining Application Programmi