Network models are aimed at expressing mathematical models for explaining and justifying basic network properties. The properties of interest span from basic structural properties to more complex characteristic such as community structures and models for link formation and node characterization. These models can be exploited for understanding the formation evolution of the network and predicting its behavior in the future. This article is devoted at describing some reference network models and at studying their properties and applications.

Network Models

Massimo Guarascio;Giuseppe Manco;Ettore Ritacco
2018

Abstract

Network models are aimed at expressing mathematical models for explaining and justifying basic network properties. The properties of interest span from basic structural properties to more complex characteristic such as community structures and models for link formation and node characterization. These models can be exploited for understanding the formation evolution of the network and predicting its behavior in the future. This article is devoted at describing some reference network models and at studying their properties and applications.
2018
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR
978-0-12-809633-8
Community detection
Graph classification
Link prediction
Network models
Network science
Sub-group discovery
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/345564
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