Nowadays the analysis of diffusive phenomena occurring on top of complex networks represents a hot topic in the Social Network Analysis playground. In order to support students, teachers, developers and researchers in this work we introduce a novel simulation framework, NDlib. NDlib is designed to be a multi-level ecosystem that can be fruitfully used by different user segments. Upon the diffusion library, we designed a simulation server that allows remote execution of experiments and an online visualization tool that abstract the programmatic interface and makes available the simulation platform to non-technicians.

NDlib: Studying Network Diffusion Dynamics

Pedreschi, Dino;Giannotti, Fosca
2017

Abstract

Nowadays the analysis of diffusive phenomena occurring on top of complex networks represents a hot topic in the Social Network Analysis playground. In order to support students, teachers, developers and researchers in this work we introduce a novel simulation framework, NDlib. NDlib is designed to be a multi-level ecosystem that can be fruitfully used by different user segments. Upon the diffusion library, we designed a simulation server that allows remote execution of experiments and an online visualization tool that abstract the programmatic interface and makes available the simulation platform to non-technicians.
Settore INF/01 - Informatica
Data Science and Advanced Analytics (DSAA), 2017 IEEE International Conference on
Tokyo, Japan
19-21 October 2017
Data Science and Advanced Analytics (DSAA), 2017 IEEE International Conference on
IEEE Computer Society
978-1-5090-5004-8
Complex Networkx; Diffusion Processes; Simulation Software
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11384/114498
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