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- W2024572844 abstract "In this paper we introduce the k-neighbor connectivity plot, or KNC-plot, as a tool to study the macroscopic connectiv-ity structure of sparse bipartite graphs. Given a bipartite graph G = (U, V, E), we say that two nodes in U are k-neighbors if there exist at least k distinct length-two paths between them; this defines a k-neighborhood graph on U where the edges are given by the k-neighbor relation. For example, in a bipartite graph of users and interests, two users are k-neighbors if they have at least k common interests. The KNC-plot shows the degradation of connectivity of the graph as a function of k. We show that this tool provides an effective and interpretable high-level characterization of the connectivity of a bipartite graph" @default.
- W2024572844 created "2016-06-24" @default.
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- W2024572844 date "2008-01-01" @default.
- W2024572844 modified "2023-10-18" @default.
- W2024572844 title "Connectivity structure of bipartite graphs via the KNC-plot" @default.
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- W2024572844 doi "https://doi.org/10.1145/1341531.1341550" @default.
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