Big Data Mining and Complexity

This book provides a critical introduction to data mining and 'big data', supported by case studies and examples. It offers overviews of key terms and concepts, a review of data mining and 'big data' from a complexity science perspective, a practical exploration of challenges, and an evaluation of mathematical and conceptual frameworks. It is part of The SAGE Quantitative Research Kit and will help readers succeed in their quantitative research journey.

Format: Paperback / softback
Length: 232 pages
Publication date: 21 March 2022
Publisher: SAGE Publications Ltd

This comprehensive book provides a much-needed critical introduction to data mining and 'big data'. Supported by numerous case studies and examples, the authors offer:

• 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.

As part of The SAGE Quantitative Research Kit, this book equips readers with the knowledge and confidence needed to excel in their quantitative research journey. Whether you are a student, researcher, or professional seeking to leverage the power of data mining and 'big data', this book is an essential resource for your journey.

Weight: 418g
Dimension: 241 x 169 x 18 (mm)
ISBN-13: 9781526423818