Social Big Data Mining: 1st Edition (Hardback) book cover

Social Big Data Mining

1st Edition

By Hiroshi Ishikawa

CRC Press

268 pages | 10 Color Illus. | 82 B/W Illus.

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Hardback: 9781498710930
pub: 2015-03-25
$110.00
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eBook (VitalSource) : 9780429068195
pub: 2015-03-25
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Description

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.

Table of Contents

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.

Subject Categories

BISAC Subject Codes/Headings:
COM021030
COMPUTERS / Database Management / Data Mining
COM037000
COMPUTERS / Machine Theory
COM051240
COMPUTERS / Software Development & Engineering / Systems Analysis & Design