NDlib: a python library to model and analyze diffusion processes over complex networks
| Title | NDlib: a python library to model and analyze diffusion processes over complex networks |
| Publication Type | Journal Article |
| Year of Publication | 2018 |
| Authors | Rossetti, G, Milli, L, Rinzivillo, S, Sirbu, A, Pedreschi, D, Giannotti, F |
| Journal | International Journal of Data Science and Analytics |
| Volume | 5 |
| Issue | 1 |
| Pagination | 61–79 |
| 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. |
| URL | https://link.springer.com/article/10.1007/s41060-017-0086-6 |
| DOI | 10.1007/s41060-017-0086-6 |
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