{"product_id":"practical-text-mining-with-perl-9780470176436","title":"Practical Text Mining with Perl","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eProvides 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).\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTrade Review\u003c\/b\u003e\u003cbr\u003e\"\u003ci\u003ePractical Text Mining with Perl\u003c\/i\u003e 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.\" (\u003ci\u003eJournal of Statistical Software\u003c\/i\u003e, January 2009)\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003eList of Figures.  \u003cp\u003eList of Tables.\u003c\/p\u003e \u003cp\u003ePreface.\u003c\/p\u003e \u003cp\u003eAcknowledgments.\u003c\/p\u003e \u003cp\u003e1. Introduction.\u003c\/p\u003e \u003cp\u003e1.1 Overview of this Book.\u003c\/p\u003e \u003cp\u003e1.2 Text Mining and Related Fields.\u003c\/p\u003e \u003cp\u003e1.3 Advice for Reading this Book. \u003c\/p\u003e \u003cp\u003e2. Text Patterns.\u003c\/p\u003e \u003cp\u003e2.1 Introduction.\u003c\/p\u003e \u003cp\u003e2.2 Regular Expressions.\u003c\/p\u003e \u003cp\u003e2.3 Finding Words in a Text.\u003c\/p\u003e \u003cp\u003e2.4 Decomposing Poe's \"The Tell-Tale Heart\" into Words.\u003c\/p\u003e \u003cp\u003e2.5 A Simple Concordance.\u003c\/p\u003e \u003cp\u003e2.6 First Attempt at Extracting Sentences.\u003c\/p\u003e \u003cp\u003e2.7 Regex Odds and Ends.\u003c\/p\u003e \u003cp\u003e2.8 References. \u003c\/p\u003e \u003cp\u003e3. Quantitative Text Summaries.\u003c\/p\u003e \u003cp\u003e3.1 Introduction.\u003c\/p\u003e \u003cp\u003e3.2 Scalars, Interpolation, and Context in Perl.\u003c\/p\u003e \u003cp\u003e3.3 Arrays and Context in Perl.\u003c\/p\u003e \u003cp\u003e3.4 Word Lengths in Poe's \"The Tell-Tale Heart\".\u003c\/p\u003e \u003cp\u003e3.5 Arrays and Functions.\u003c\/p\u003e \u003cp\u003e3.6 Hashes.\u003c\/p\u003e \u003cp\u003e3.7 Two Text Applications.\u003c\/p\u003e \u003cp\u003e3.8 Complex Data Structures.\u003c\/p\u003e \u003cp\u003e3.9 References.\u003c\/p\u003e \u003cp\u003e3.10 First Transition. \u003c\/p\u003e \u003cp\u003e4. Probability and Text Sampling.\u003c\/p\u003e \u003cp\u003e4.1 Introduction.\u003c\/p\u003e \u003cp\u003e4.2 Probability.\u003c\/p\u003e \u003cp\u003e4.3 Conditioned Probability.\u003c\/p\u003e \u003cp\u003e4.4 Mean and Variance of random Variables.\u003c\/p\u003e \u003cp\u003e4.5 The Bag-of-Words Model for Poe's :The Black Cat\".\u003c\/p\u003e \u003cp\u003e4.6 The Effect of Sample Size.\u003c\/p\u003e \u003cp\u003e4.7 References. \u003c\/p\u003e \u003cp\u003e5. Applying Information Retrieval to Text Mining.\u003c\/p\u003e \u003cp\u003e5.1 Introduction.\u003c\/p\u003e \u003cp\u003e5.2 Counting Letters and Words.\u003c\/p\u003e \u003cp\u003e5.3 Text Counts and Vectors.\u003c\/p\u003e \u003cp\u003e5.4 The Term-Document Matrix Applied to Poe.\u003c\/p\u003e \u003cp\u003e5.5 Matrix Multiplication.\u003c\/p\u003e \u003cp\u003e5.6 Functions of Counts.\u003c\/p\u003e \u003cp\u003e5.7 Document Similarity.\u003c\/p\u003e \u003cp\u003e5.8 References. \u003c\/p\u003e \u003cp\u003e6. Concordance Lines and Corpus Linguistics.\u003c\/p\u003e \u003cp\u003e6.1 Introduction.\u003c\/p\u003e \u003cp\u003e6.2 Sampling.\u003c\/p\u003e \u003cp\u003e6.3 Corpus as Baseline.\u003c\/p\u003e \u003cp\u003e6.4 Concordancing.\u003c\/p\u003e \u003cp\u003e6.5 Collocations and Concordance Lines.\u003c\/p\u003e \u003cp\u003e6.6 Applications with References.\u003c\/p\u003e \u003cp\u003e6.7 Second Transition. \u003c\/p\u003e \u003cp\u003e7. Multivariate Techniques with Text.\u003c\/p\u003e \u003cp\u003e7.1 Introduction.\u003c\/p\u003e \u003cp\u003e7.2 Basic Statistics.\u003c\/p\u003e \u003cp\u003e7.3 Basic Linear Algebra.\u003c\/p\u003e \u003cp\u003e7.4 Principal Component Matrices.\u003c\/p\u003e \u003cp\u003e7.5 Text Applications.\u003c\/p\u003e \u003cp\u003e7.6 Applications and References. \u003c\/p\u003e \u003cp\u003e8. Text Clustering.\u003c\/p\u003e \u003cp\u003e8.1 Introduction.\u003c\/p\u003e \u003cp\u003e8.2 Clustering.\u003c\/p\u003e \u003cp\u003e8.3 A Note on Classification.\u003c\/p\u003e \u003cp\u003e8.4 References.\u003c\/p\u003e \u003cp\u003e8.5 Last Transition. \u003c\/p\u003e \u003cp\u003e9. A Sample of Additional Topics.\u003c\/p\u003e \u003cp\u003e9.1 Introduction.\u003c\/p\u003e \u003cp\u003e9.2 Perl Modules.\u003c\/p\u003e \u003cp\u003e9.3 Other Languages: Analyzing Goethe in German.\u003c\/p\u003e \u003cp\u003e9.4 Permutation Tests.\u003c\/p\u003e \u003cp\u003e9.5 References. \u003c\/p\u003e \u003cp\u003eAppendix A. Overview of Perl for Text Mining.\u003c\/p\u003e \u003cp\u003eA.1 Basic Data Structures.\u003c\/p\u003e \u003cp\u003eA.2 Operators.\u003c\/p\u003e \u003cp\u003eA.3 Branching and Looping.\u003c\/p\u003e \u003cp\u003eA.4 A Few Functions.\u003c\/p\u003e \u003cp\u003eA.5 Introduction to Regular Expressions. \u003c\/p\u003e \u003cp\u003eAppendix B. Summary of R used in this Book\u003c\/p\u003e \u003cp\u003eB.1 Basics of R.\u003c\/p\u003e \u003cp\u003eB.2 This Book's R Code..\u003c\/p\u003e \u003cp\u003eReferences.\u003c\/p\u003e \u003cp\u003eIndex.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":53515415060823,"sku":"9780470176436","price":99.86,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/practical-text-mining-with-perl-9780470176436","provider":"Book Curl","version":"1.0","type":"link"}