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A Faster Algorithm for Fully Dynamic Betweenness Centrality
[article]
2015
arXiv
pre-print
We present a new fully dynamic algorithm for maintaining betweenness centrality (BC) of vertices in a directed graph G=(V,E) with positive edge weights. BC is a widely used parameter in the analysis of large complex networks. We achieve an amortized O((ν^*)^2 ^2 n) time per update, where n = |V| and ν^* bounds the number of distinct edges that lie on shortest paths through any single vertex. This result improves on the amortized bound for fully dynamic BC in [Pontecorvi-Ramachandran2015] by a
arXiv:1506.05783v3
fatcat:is6mgwy245cu7nw6ptwqlo3gea