Discriminative Link Prediction using Local, Community, and Global Signals.
IEEE Transactions on Knowledge and Data Engineering(2016)
摘要
Predicting plausible links that may emerge between pairs of nodes is an important task in social network analysis, with over a decade of active research. Here, we propose a novel framework for link prediction. It integrates signals from node features, the existing local link neighborhood of a node pair, community-level link density, and global graph properties. Our framework uses a stacked two-lev...
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关键词
Feature extraction,Prediction algorithms,Motion pictures,Benchmark testing,Indexes,Facebook
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