Practical Text Mining with Perl

Publisher : John Wiley & Sons

ISBN-13 : 1118210506

Page : 296 pages

Rating : 4.5/5 from 506 voters

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.

More Books:

Practical Text Mining with Perl
Language: en
Pages: 296
Authors: Roger Bilisoly
Categories: Computers
Type: BOOK - Published: 2011-09-20 - Publisher: John Wiley & Sons

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
Practical Text Mining with Perl. Wiley Series on Methods and Applications in Data Mining
Language: en
Pages:
Handbook of Statistical Analysis and Data Mining Applications
Language: en
Pages: 864
Authors: Robert Nisbet
Categories: Mathematics
Type: BOOK - Published: 2009-05-14 - Publisher: Academic Press

The Handbook of Statistical Analysis and Data Mining Applications is a comprehensive professional reference book that guides business analysts, scientists, engi
Handbook of Empirical Economics and Finance
Language: en
Pages: 532
Authors: Aman Ullah
Categories: Mathematics
Type: BOOK - Published: 2016-04-19 - Publisher: CRC Press

Handbook of Empirical Economics and Finance explores the latest developments in the analysis and modeling of economic and financial data. Well-recognized econom
Advances in Data Mining: Applications and Theoretical Aspects
Language: en
Pages: 654
Authors: Petra Perner
Categories: Computers
Type: BOOK - Published: 2010-07-05 - Publisher: Springer Science & Business Media

These are the proceedings of the tenth event of the Industrial Conference on Data Mining ICDM held in Berlin (www.data-mining-forum.de). For this edition the Pr
Quantitative Methods in Corpus-Based Translation Studies
Language: en
Pages: 361
Authors: Michael P. Oakes
Categories: Language Arts & Disciplines
Type: BOOK - Published: 2012-03-20 - Publisher: John Benjamins Publishing

This is a comprehensive guidebook to the quantitative methods needed for Corpus-Based Translation Studies (CBTS). It provides a systematic description of the va
Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications
Language: en
Pages: 1000
Authors: Gary Miner
Categories: Mathematics
Type: BOOK - Published: 2012-01-25 - Publisher: Academic Press

Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications brings together all the information, tools and methods a professional w
Data Mining and Learning Analytics
Language: en
Pages: 320
Authors: Samira ElAtia
Categories: Computers
Type: BOOK - Published: 2016-09-20 - Publisher: John Wiley & Sons

Addresses the impacts of data mining on education and reviews applications in educational research teaching, and learning This book discusses the insights, chal
Data Mining and Predictive Analytics
Language: en
Pages: 824
Authors: Daniel T. Larose
Categories: Computers
Type: BOOK - Published: 2015-03-16 - Publisher: John Wiley & Sons

Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and mo
Text Mining and Analysis
Language: en
Pages: 340
Authors: Dr. Goutam Chakraborty
Categories: Computers
Type: BOOK - Published: 2014-11-22 - Publisher: SAS Institute

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