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Multilayer Social Networks
Besorgungstitel - wird vorgemerkt | Lieferzeit: Besorgungstitel - Lieferbar innerhalb von 10 Werktagen I
Artikel-Nr:
9781107438750
Veröffentl:
2016
Erscheinungsdatum:
18.07.2016
Seiten:
208
Autor:
Mark E Dickison
Gewicht:
318 g
Format:
226x151x12 mm
Sprache:
Englisch
Beschreibung:
Mark Dickison is a Data Science Manager at Capital One, where he attempts to put his knowledge of complex systems and technical skills at the forefront of solving business problems while still finding time to stay current with theory. He has been a post-doctoral fellow at Pennsylvania State in their USP program, which supports the US Defense Threat Reduction Agency, one of the first organizations to focus on multiple network models. His research interests fall within multidisciplinary network modeling, including network formation, and epidemiological and opinion spreading, as well as data mining and machine learning.
This book unifies and consolidates methods for analyzing multilayer networks arising from the social and physical sciences and computing.
1. Moving out of flatland; Part I. Models and Measures: 2. Representing multilayer social networks; 3. Measuring multilayer social networks; Part II. Mining Multilayer Networks: 4. Data collection and preprocessing; 5. Visualizing multilayer networks; 6. Community detection; 7. Edge patterns; Part III. Dynamical Processes: 8. Formation of multilayer social networks; 9. Information and behavior diffusion; Part IV. Conclusion: 10. Future directions.