NDlib: Studying Network Diffusion Dynamics

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TitleNDlib: Studying Network Diffusion Dynamics
Publication TypeConference Paper
Year of Publication2017
AuthorsRossetti, G, Milli, L, Rinzivillo, S, Sirbu, A, Pedreschi, D, Giannotti, F
Conference NameIEEE International Conference on Data Science and Advanced Analytics, DSA
Conference LocationTokyo
AbstractNowadays 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, ND LIB . ND LIB 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.
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