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- DescriptionWith continuous advancements and an increase in user popularity, data mining techlogies 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 techlogies. In addressing critical methodologies and approaches to automated analytical techniques, this work provides an essential overview to a broad invative field.
- Author BiographyKalev 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.
- Author(s)Kalev Leetaru
- PublisherTaylor & Francis Ltd
- Date of Publication27/01/2012
- SubjectComputing: Professional & Programming
- Series TitleRoutledge Communication Series
- Place of PublicationLondon
- Country of PublicationUnited Kingdom
- Content Note6 black & white tables
- Weight204 g
- Width152 mm
- Height229 mm
- Spine8 mm
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