NDlib: a python library to model and analyze diffusion processes over complex networks

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TitleNDlib: a python library to model and analyze diffusion processes over complex networks
Publication TypeJournal Article
Year of Publication2018
AuthorsRossetti, G, Milli, L, Rinzivillo, S, Sırbu, A, Pedreschi, D, Giannotti, F
JournalInternational Journal of Data Science and Analytics
Volume5
Issue1
Pagination61–79
AbstractNowadays 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.
URLhttps://link.springer.com/article/10.1007/s41060-017-0086-6
DOI10.1007/s41060-017-0086-6