Method for updating betweenness centrality of graph
    1.
    发明授权
    Method for updating betweenness centrality of graph 有权
    更新图的中心性的方法

    公开(公告)号:US09075734B2

    公开(公告)日:2015-07-07

    申请号:US13566313

    申请日:2012-08-03

    IPC分类号: G06F17/10

    CPC分类号: G06F17/10

    摘要: The present invention provides a method for updating betweenness centrality of a graph, which obtains the betweenness centrality of an unweighted graph, which is updated when edges are updated. First of all, the method is performed by obtaining a minimum union cycle (an MUC) of the updated graph, and extracting an MUC (MUCU) containing a vertex, which is incident to the updated edge. And a first betweenness centrality due to the shortest paths in the MUCU, and a second betweenness centrality due to the shortest paths, not included in the MUCU, are calculated. And finally, a final betweenness centrality of the graph is obtained by adding the first and second betweenness centralities. By using the method, the search space and calculation cost can be remarkably reduced.

    摘要翻译: 本发明提供了一种用于更新图形的中心性的方法,其获得未加权图的中间性,当边缘被更新时被更新。 首先,通过获得更新图的最小联合周期(MUC),并且提取包含入更新边缘的顶点的MUC(MUCU)来执行该方法。 并且计算出由MUCU中最短路径引起的第一个中间性以及不包含在MUCU中的由最短路径引起的第二个中间性。 最后,通过添加第一和第二中间集中度来获得图的最终中间性。 通过使用该方法,可以显着降低搜索空间和计算成本。