Document - NDlib: Studying network diffusion dynamics

2017

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NDlib: Studying network diffusion dynamics

Rossetti G., Milli L., Rinzivillo S., Sirbu A., Pedreschi D., Giannotti F.

Diffusion Processe Settore INF/01 - Informatica Diffusion Processes Complex Networkx Simulation Software

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.

Source: Data Science and Advanced Analytics (DSAA), pp. 155–164, Tokyo, Japan, 9/10/2017

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@inproceedings{oai:it.cnr:prodotti:384720,
	title = {NDlib: Studying network diffusion dynamics},
	author = {Rossetti G. and Milli L. and Rinzivillo S. and Sirbu A. and Pedreschi D. and Giannotti F.},
	doi = {10.1109/dsaa.2017.6},
	booktitle = {Data Science and Advanced Analytics (DSAA), pp. 155–164, Tokyo, Japan, 9/10/2017},
	year = {2017}
}