Graph-based social media analysis
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| Médium: | E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Boca Raton ; London ; New York :
CRC Press, Taylor & Francis Group,
2016
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| Edice: | Chapman & Hall/CRC data mining & knowledge discovery series
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| Žánr/forma: | kolektivní monografie elektronické knihy |
| ISBN: | 9780429162602 978-1-4987-1905-6 978-1-4987-1904-9 9781498719049 |
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| On-line přístup: | Plný text |
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Obsah:
- 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