ABSTRACT

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

chapter 1|15 pages

Social Media

chapter 2|30 pages

Big Data and Social Data

chapter 3|20 pages

Hypotheses in the Era of Big Data

chapter 4|20 pages

Social Big Data Applications

chapter 5|13 pages

Basic Concepts in Data Mining

chapter 6|12 pages

Association Rule Mining

chapter 7|14 pages

Clustering

chapter 8|11 pages

Classifi cation

chapter 9|13 pages

Prediction

chapter 10|16 pages

Web Structure Mining

chapter 11|20 pages

Web Content Mining

chapter 13|27 pages

Media Mining

chapter 14|15 pages

Scalability and Outlier Detection