Nowadays the analysis of dynamics of and on networks represents a hot topic in the social network analysis playground. To support students, teachers, developers and researchers, in this work we introduce a novel framework, namely NDlib, an environment designed to describe diffusion simulations. NDlib is designed to be a multi-level ecosystem that can be fruitfully used by different user segments. For this reason, upon NDlib, we designed a simulation server that allows remote execution of experiments as well as an online visualization tool that abstracts its programmatic interface and makes available the simulation platform to non-technicians.
NDlib: a python library to model and analyze diffusion processes over complex networks
Rossetti G;Milli L;Rinzivillo S;Giannotti F;Pedreschi D
2018
Abstract
Nowadays the analysis of dynamics of and on networks represents a hot topic in the social network analysis playground. To support students, teachers, developers and researchers, in this work we introduce a novel framework, namely NDlib, an environment designed to describe diffusion simulations. NDlib is designed to be a multi-level ecosystem that can be fruitfully used by different user segments. For this reason, upon NDlib, we designed a simulation server that allows remote execution of experiments as well as an online visualization tool that abstracts its programmatic interface and makes available the simulation platform to non-technicians.File | Dimensione | Formato | |
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prod_384729-doc_133054.pdf
Open Access dal 20/12/2018
Descrizione: NDlib: a python library to model and analyze diffusion processes over complex networks
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prod_384729-doc_135850.pdf
Open Access dal 20/12/2018
Descrizione: Preprint - NDlib: a python library to model and analyze diffusion processes over complex networks
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