Graph-based social media analysis /

Focused on the mathematical foundations of social media analysis, Graph-Based Social Media Analysis provides a comprehensive introduction to the use of graph analysis in the study of social and digital media. It addresses an important scientific and technological challenge, namely the confluence of...

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Bibliographic Details
Corporate Author:	Taylor & Francis
Other Authors:	Pitas, Ioannis, 1957- (Editor)
Format:	eBook
Language:	English
Published:	Boca Raton : CRC Press, [2016]
Series:	Chapman & Hall/CRC data mining and knowledge discovery series.
Subjects:	Graphic methods. Social media. Data mining. Online social networks > Research. Communication > Network analysis. Data Mining Social Media Réseaux sociaux (Internet) > Recherche. Exploration de données (Informatique) Communication > Analyse de réseau. Méthodes graphiques. Médias sociaux. graphs. social media. REFERENCE > Questions & Answers. Data mining Communication > Network analysis Graphic methods Social media Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Front Cover; Contents; Preface; Contributors; Editor Biography; Chapter 1
Graphs in Social and Digital Media; Chapter 2
Mathematical Preliminaries: Graphs and Matrices; Chapter 3
Algebraic Graph Analysis; Chapter 4
Web Search Based on Ranking; Chapter 5
Label Propagation and Information Diffusion in Graphs; Chapter 6
Graph-Based Pattern Classification and Dimensionality Reduction; Chapter 7
Matrix and Tensor Factorization with Recommender System Applications; Chapter 8
Multimedia Social Search Based on Hypergraph Learning; Chapter 9
Graph Signal Processing in Social Media
Chapter 10
Big Data Analytics for Social NetworksChapter 11
Semantic Model Adaptation for Evolving Big Social Data; Chapter 12
Big Graph Storage, Processing and Visualization.