KDD'16 paper, Standford

Brief Introduction

Background

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Problems in Graph

Node Embedding in Graph

Traditionals → node embeddings → GNNs → Knowledge graphs → Deep Generative graph models

Conventional method (Linear algebraic approach)

PCA (Principal Component Analysis)

주성분 분석(PCA)

SVM (Support Vector Machine)

[Data Mining] Support Vector Machine

Shallow encoding

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