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Big Data Mining and Complexity

by Brian C. Castellani, Rajeev Rajaram

Sage Publications Ltd

Paperback 232 pages English May 09, 2022

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This book offers a much needed critical introduction to data mining and 'big data'. Supported by multiple case studies and examples, the authors provide: Digestible overviews of key terms and concepts relevant to using social media data in quantitative research. A critical review of data mining and 'big data' from a complexity science perspective, including its future potential and limitations A practical exploration of the challenges of putting together and managing a 'big data' database An evaluation of the core mathematical and conceptual frameworks, grounded in a case-based computational modeling perspective, which form the foundations of all data mining techniques Part of The SAGE Quantitative Research Kit, this book will give you the know-how and confidence needed to succeed on your quantitative research journey.
Author:
Brian C. Castellani, Rajeev Rajaram
Publisher:
Sage Publications Ltd
Publication Date:
May 09, 2022
Number of pages:
232 pages
Language:
English
Binding:
Paperback
ISBN-10:
1526423812
ISBN-13:
9781526423818