Social Big Data Mining

Hiroshi Ishikawa (Autor)

Buch | Hardcover

268 Seiten

2015
Crc Press Inc (Verlag)
978-1-4987-1093-0 (ISBN)

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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 while standing on academic bases.

Hiroshi Ishikawa

Social Media. Big Data and Social Data. Hypotheses in the Era of Big Data. Social Big Data Applications. Basic Concepts in Data Mining. Association Rule Mining. Clustering. Classification. Prediction. Web Structure Mining. Web Content Mining. Web Access Log Mining, Information Extraction and Deep Web Mining. Media Mining. Scalability and Outlier Detection.

Zusatzinfo	10 Illustrations, color; 82 Illustrations, black and white
Verlagsort	Bosa Roca
Sprache	englisch
Maße	156 x 234 mm
Gewicht	521 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Mathematik / Informatik ► Informatik ► Web / Internet
	Technik ► Elektrotechnik / Energietechnik
ISBN-10	1-4987-1093-X / 149871093X
ISBN-13	978-1-4987-1093-0 / 9781498710930
Zustand	Neuware