Big Data Mining and Complexity (eBook, ePUB)
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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 computationa...
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
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