Propagation Phenomena in Real World Networks

Softcover Nachdruck of the original 1. Auflage 2015
ISBN: 978-3-319-38220-3
Verlag: Springer International Publishing

Buch, Englisch, Band 85, 364 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 5796 g

Reihe: Intelligent Systems Reference Library

“Propagation, which looks at spreading in complex networks, can be seen from many viewpoints; it is undesirable, or desirable, controllable, the mechanisms generating that propagation can be the topic of interest, but in the end all depends on the setting. This book covers leading research on a wide spectrum of propagation phenomenon and the techniques currently used in its modelling, prediction, analysis and control. Fourteen papers range over topics including epidemic models, models for trust inference, coverage strategies for networks, vehicle flow propagation, bio-inspired routing algorithms, P2P botnet attacks and defences, fault propagation in gene-cellular networks, malware propagation for mobile networks, information propagation in crisis situations, financial contagion in interbank networks, and finally how to maximize the spread of influence in social networks. The compendium will be of interest to researchers, those working in social networking, communications and finance and is aimed at providing a base point for further studies on current research. Above all, by bringing together research from such diverse fields, the book seeks to cross-pollinate ideas, and give the reader a glimpse of the breath of current research.”

Zielgruppe

Research

Autoren/Hrsg.

Król, Dariusz

Gabry¿, Bogdan

Fay, Damien

Gabrys, Bogdan

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Kybernetik, Systemtheorie, Komplexe Systeme
• Mathematik | Informatik Mathematik Mathematik Interdisziplinär Systemtheorie

Inhaltsverzeichnis

Epidemic Models: their Spread, Analysis and Invasions in Scale-Free Networks.- Information Propagation in a Social Network: The Case of a Fish Schooling Algorithm.- Models for Trust Inference in Social Networks.-Assessing the role of network effects in propagation phenomena in real world networks.- Resource Constrained Randomized Coverage Strategies for Unstructured Networks.- Petri Net-Based Modelling and Simulation of Transport Network Segments.- Bio-inspired Routing Strategies for Wireless Sensor Networks.- Analysis of Peer-to-Peer Botnet Attacks and Defenses.- Generating Robust and Efficient Networks Under Targeted Attacks.- Cancer - a Story on Fault Propagation in Gene-Cellular Networks.- Propagation Models and Analysis for Mobile Phone Data Analytics.- Information Propagation in Social Networks during Crises: A structural Framework.- Simulations of Financial Contagion in Interbank Networks: Some Methodological Issues.- Maximizing Social Influence in Real-World Networks - the State of the Art and Current Challenges.