Data Mining Methods for the Content Analyst

An Introduction to the Computational Analysis of Content

By:

Kalev Leetaru

Format:

Paperback / softback

Series:

Routledge Communication Series

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Description

With continuous advancements and an increase in user popularity, data mining technologies serve as an invaluable resource for researchers across a wide range of disciplines in the humanities and social sciences. In this comprehensive guide, author and research scientist Kalev Leetaru introduces the approaches, strategies, and methodologies of current data mining techniques, offering insights for new and experienced users alike. Designed as an instructive reference to computer-based analysis approaches, each chapter of this resource explains a set of core concepts and analytical data mining strategies, along with detailed examples and steps relating to current data mining practices. Every technique is considered with regard to context, theory of operation and methodological concerns, and focuses on the capabilities and strengths relating to these technologies. In addressing critical methodologies and approaches to automated analytical techniques, this work provides an essential overview to a broad innovative field.

Author Biography:

Kalev Leetaru is Senior Research Scientist for Content Analysis at the University of Illinois Institute for Computing in Humanities, Arts, and Social Science and Center Affiliate of the National Center for Supercomputing Applications. He leads a number of large initiatives centering on the application of high performance computing to grand challenge problems using massive-scale document and data archives.

Release date Australia

December 13th, 2011

Author

Kalev Leetaru

Audience

Tertiary Education (US: College)

Illustrations

6 Tables, black and white

Pages

120

Series

Routledge Communication Series

Dimensions

152x229x8

ISBN-13

9780415895149

Product ID

10372068

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