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A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications
Hongyun Cai
, Vincent W. Zheng
,
Kevin Chen Chuan Chang
National Center for Supercomputing Applications (NCSA)
Electrical and Computer Engineering
Siebel School of Computing and Data Science
Center for Social & Behavioral Science
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Keyphrases
Comprehensive Survey
100%
Graph Embedding
100%
Embedding Problem
100%
Graph Analytics
42%
Structural Information
14%
Computational Efficiency
14%
Data Representation
14%
Low-dimensional Space
14%
Analytic Method
14%
Graph Structure
14%
Formal Definition
14%
Graph Properties
14%
Link Prediction
14%
Structural Graph
14%
Node Classification
14%
Information Properties
14%
Computer Science
Graph Analytics
100%
Problem Setting
66%
Data Representation
33%
Lower Dimensional Space
33%
Deep Understanding
33%
Research Direction
33%
Application Scenario
33%
Link Prediction
33%
Formal Definition
33%
Related Concept
33%
Node Classification
33%