
- 442 pages
- English
- PDF
- Available on iOS & Android
eBook - PDF
Graph-Based Social Media Analysis
About this book
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 graph analysis and network theory with linear alge
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Yes, you can access Graph-Based Social Media Analysis by Ioannis Pitas in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.
Information
Table of contents
- Front Cover
- Contents
- Preface
- Contributors
- Editor Biography
- 1. Graphs in Social and Digital Media
- 2. Mathematical Preliminaries: Graphs and Matrices
- 3. Algebraic Graph Analysis
- 4. Web Search Based on Ranking
- 5. Label Propagation and Information Di usion in Graphs
- 6. Graph-Based Pattern Classi cation and Dimensionality Reduction
- 7. Matrix and Tensor Factorization with Recommender System Applications
- 8. Multimedia Social Search Based on Hypergraph Learning
- 9. Graph Signal Processing in Social Media
- 10. Big Data Analytics for Social Networks
- 11. Semantic Model Adaptation for Evolving Big Social Data
- 12. Big Graph Storage, Processing and Visualization
- Back Cover