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Apr, 2018
神经边: 用于带属性网络嵌入的神经贝叶斯个性化排名
Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embedding
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Vachik S. Dave, Baichuan Zhang, Pin-Yu Chen, Mohammad Al Hasan
TL;DR
本文提出了一种新的神经贝叶斯个性化排序网络嵌入方法——Neural-Brane,该方法结合了节点的拓扑信息和节点属性,利用贝叶斯个性化排序目标函数来提取节点的潜在特征表示,并在四个真实数据集上验证了其优越性。
Abstract
network embedding
methodologies, which learn a distributed vector representation for each vertex in a network, have attracted considerable interest in recent years. Existing works have demonstrated that
vertex represent
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