Please use this identifier to cite or link to this item: http://repositorio.inesctec.pt/handle/123456789/3796
Title: Visualization for streaming telecommunications networks
Authors: Rui Portocarrero Sarmento
Mário Miguel Cordeiro
João Gama
Issue Date: 2015
Abstract: Regular services in telecommunications produce massive volumes of relational data. In this work the data produced in telecommunications is seen as a streaming network, where clients are the nodes and phone calls are the edges. Visualization techniques are required for exploratory data analysis and event detection. In social network visualization and analysis the goal is to get more information from the data taking into account actors at the individual level. Previous methods relied on aggregating communities, k-Core decompositions and matrix feature representations to visualize and analyse the massive network data. Our contribution is a group visualization and analysis technique of influential actors in the network by sampling the full network with a top-k representation of the network data stream. © Springer International Publishing 2015.
URI: http://repositorio.inesctec.pt/handle/123456789/3796
http://dx.doi.org/10.1007/978-3-319-17876-9_8
metadata.dc.type: conferenceObject
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