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Big Data Mining and Complexity.
・ISBN 978-1-5264-2381-8 paper GB£ 33.99
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★★★
| 著者・編者 | Castellani, Brian C. / Rajaram, Rajeev, |
|---|---|
| シリーズ | (The SAGE Quantitative Research Kit) |
| 出版社 | (SAGE Publications Ltd, UK) |
| 出版年月 | 2022 |
| ページ数 | 232 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A03-11071＞ |
解説
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