Measuring Graph Reconstruction Precisions: How Well Do Embeddings Preserve the Graph Proximity Structure?

Xin Liu Tsuyoshi Murata Kyoung-Sook Kim

Published in: WIMS (2018)

Keyphrases

graph structure
graph representation
graph theory
tree shaped
random walk
directed graph
dependency graph
tree structure
graph model
graph theoretic
vector space
graph matching
structured data
three dimensional
connected components
directed acyclic graph
graph databases
complex structures
graph properties