Document - NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks

2018

Contribution to conference Open Access

NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks

Rossetti G., Milli L., Rinzivillo S.

spreading phenomena simulation diffusion models' library simulation platform

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 we introduced a novel framework, named 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. 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.

Source: The Web Conference, pp. 183–186, 23-27 April 2018

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@inproceedings{oai:it.cnr:prodotti:439449,
	title = {NDlib: A Python Library to Model and Analyze Diffusion Processes over Complex Networks},
	author = {Rossetti G. and Milli L. and Rinzivillo S.},
	doi = {10.1145/3184558.3186974},
	booktitle = {The Web Conference, pp. 183–186, 23-27 April 2018},
	year = {2018}
}