Social big data mining / / Hiroshi Ishikawa, Dr. Sci. Prof., information and communication systems, Faculty of system design, Tokyo Metropolitan University, Tokyo, Japan
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| Autore: |
Ishikawa Hiroshi <1941, >
|
| Titolo: |
Social big data mining / / Hiroshi Ishikawa, Dr. Sci. Prof., information and communication systems, Faculty of system design, Tokyo Metropolitan University, Tokyo, Japan
|
| Pubblicazione: | Boca Raton, Florida : , : CRC Press, , [2015] |
| ©2015 | |
| Edizione: | 1st edition |
| Descrizione fisica: | 1 online resource (264 p.) |
| Disciplina: | 005.74 |
| Soggetto topico: | Big data |
| Data mining | |
| User-generated content | |
| Note generali: | A Science Publishers book. |
| Nota di bibliografia: | Includes bibliographical references at the end of each chapters. |
| Nota di contenuto: | Front Cover; Preface; Contents; Chapter 1 Social Media; Chapter 2 Big Data and Social Data; Chapter 3 Hypotheses in the Era of Big Data; Chapter 4 Social Big Data Applications; Chapter 5 Basic Concepts in Data Mining; Chapter 6 Association Rule Mining; Chapter 7 Clustering; Chapter 8 Classification; Chapter 9 Prediction; Chapter 10 Web Structure Mining; Chapter 11 Web Content Mining; Chapter 12 Web Access Log Mining, Information Extraction, and Deep Web Mining; Chapter 13 Media Mining; Chapter 14 Scalability and Outlier Detection |
| Appendix I Capabilities and Expertise Required for Data Scientists in the Age of Big DataAppendix II Remarks on Relationships Among Structure-, Content-, and Access Log Mining Techniques; Color Plate Section; Back Cover | |
| Sommario/riassunto: | This book focuses on the basic concepts and the related technologies of data mining for social medial. Topics include: big data and social data, data mining for making a hypothesis, multivariate analysis for verifying the hypothesis, web mining and media mining, natural language processing, social big data applications, and scalability. It explains analytical techniques such as modeling, data mining, and multivariate analysis for social big data. This book is different from other similar books in that presents the overall picture of social big data from fundamental concepts to applications whi |
| Titolo autorizzato: | Social big data mining |
| ISBN: | 0-429-06819-0 |
| 1-78539-821-0 | |
| 1-4987-1094-8 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910788163103321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |