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What is: Large-scale Information Network Embedding?

SourceLINE: Large-scale Information Network Embedding
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

LINE is a novel network embedding method which is suitable for arbitrary types of information networks: undirected, directed, and/or weighted. The method optimizes a carefully designed objective function that preserves both the local and global network structures.

Source: Tang et al.

Image source: Tang et al.