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.
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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.
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Produktdetaljer

ISBN
9781498710930
Publisert
2015-03-25
Utgiver
Vendor
CRC Press Inc
Vekt
521 gr
Høyde
234 mm
Bredde
156 mm
Aldersnivå
G, U, P, 01, 05, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
268

Forfatter

Om bidragsyterne

Hiroshi Ishikawa