We love eBooks
    Download Practical Text Mining with Perl (Wiley Series on Methods and Applications in Data Mining) pdf, epub, ebook
    Publisher

    This site is safe

    You are at a security, SSL-enabled, site. All our eBooks sources are constantly verified.

    Practical Text Mining with Perl (Wiley Series on Methods and Applications in Data Mining)

    By Roger Bilisoly

    What do you think about this eBook?

    About

    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.

    Download eBook Link updated in 2017
    Maybe you will be redirected to source's website
    Thank you and welcome to our newsletter list! Ops, you're already in our list.

    Related to this eBook

    Browse collections

    Keep connected to us

    Follow us on Social Media or subscribe to our newsletter to keep updated about eBooks world.

    Explore eBooks

    Browse all eBook collections

    Collections is the easy way to explore our eBook directory.