TL;DR本文提出了一种多视角网络嵌入方法 MANE,旨在通过多样性和协作来促进多个关系视角的合作,实现更优秀的节点表征,实验证明 MANE 在公开的多视角网络数据集上,优于现有的嵌入方法。
Abstract
Real-world networks often exist with multiple views, where each view
describes one type of interaction among a common set of nodes. For example, on
a video-sharing network, while two user nodes are linked if they have common
favorite videos in one view, they can also be linked in another view if they
share common subscribers. Unlike traditional single-view n