Ebook: Big Data Mining and Complexity
- Genre: Science (General) // Science of Science
- Series: The SAGE Quantitative Research Kit
- Year: 2022
- Publisher: SAGE Publications
- City: Los Angeles
- Language: English
- pdf
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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