Big Data Mining and Complexity - Paperback

by Brian C. Castellani (Author), Rajeev Rajaram (Author)

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