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From: | Tamas Nepusz |
Subject: | Re: [igraph] betweenness centrality -- negative and floating values? |
Date: | Thu, 28 May 2009 11:59:48 +0100 |
They definitely aren't, considering that there are only at most ~10^8 geodesics in a network with 10^4 nodes. I don't know what's going on here; I'm not sure if "%lf" as a format string is right, I might try it with "%f" only.some example values for the betweenness centrality 58743768046350440071168.000000 or -466347974268824518656.000000 Does anyone think these values are correct?
Not necessarily; suppose that there are two shortest paths from vertex A to vertex B - they are equal and minimal in length but they are not exactly the same. In this case, both paths count only with a weight of 0.5. In general, if there are k different shortest paths between two given vertices, they all count with a weight of 1/kFurthermore, I have got some floating numbers for the betweenness. This is also interesting for me because BC of a vertex "is the number of geodesics going through it". This means BC should be integer values, doesn't it?
-- Tamas
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