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Big Data Mining and Complexity
Paperback
Series: The Sage Quantitative Research Kit
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ISBN10: 1526423812
ISBN13: 9781526423818
Publisher: Sage Publications Ltd
Published: Mar 7 2022
Pages: 232
Weight: 0.83
Height: 0.49 Width: 6.69 Depth: 9.61
Language: English
ISBN13: 9781526423818
Publisher: Sage Publications Ltd
Published: Mar 7 2022
Pages: 232
Weight: 0.83
Height: 0.49 Width: 6.69 Depth: 9.61
Language: English
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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