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Efficient detection of information of interest using mode-based graph clustering
Efficient detection of information of interest using mode-based graph clustering
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机译:使用基于模式的图聚类有效检测感兴趣的信息
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摘要
One embodiment of the present invention provides a computing system. The computing system includes a processor and a computer-readable storage medium. The computer-readable storage medium stores instructions which when executed by the processor cause the processor to perform a method. The method comprises assigning a vertex identifier of a first vertex to a second vertex in a graph based on an edge between the first vertex and the second vertex. The vertices represent elements in a data set, the edge represents a type and strength of relationship between the vertices. The method further comprises provisionally assigning each vertex to a vertex cluster associated with the vertex identifier, and converging the assignments based on a measure of cluster quality associated with all the vertex clusters. Each vertex cluster represents information of interest in the data set. One measure of clustering quality is called “modularity.”
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