Graph-based social media analysis

1. Graphs in social and digital media / Alexandros Iosifidis, Nikolaos Tsapanos and Ioannis Pitas -- 2. Mathematical preliminaries : graphs and matrices / Nikolaos Tsapanos, Alexandros Iosifidis and Ioannis Pitas -- 3. Algebraic graph analysis / Nikolaos Tsapanos, Anastasios Tefas and Ioannis Pitas -- 4. Web search based on ranking / Andrea Tagarelli and Santosh Kabbur and George Karypis -- 5. Label propagation and information diffusion in graphs / Eftychia Fotiadou, Olga Zoidi and Ioannis Pitas -- 6. Graph-based pattern classification and dimensionality reduction / Alexandros Iosifidis and Ioannis Pitas -- 7. Matrix and tensor factorization with recommender system applications / Panagiotis Symeonidis -- 8. Multimedia social search based on hypergraph learning / Constantine Kotropoulos -- 9. Graph signal processing in social media / Sunil Narang -- 10. Big data analytics for social networks / Brian Baingana, Panagiotis Traganitis, Georgios Giannakis and Gonzalo Mateos -- 11. Semantic model adaptation for evolving big social data / Nikoletta Bassiou and Constantine Kotropoulos -- 12. Big graph storage, processing and visualization / Jaroslav Pokorny and Vaclav Snasel.

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.