Research Article

Content-Enhanced Network Embedding for Academic Collaborator Recommendation

Table 1

Notations.

SymbolDescription

Researcher set
The -th researcher
The ratio of the training set
The number of semantic relationships
The academic collaborator network
The text information set of all researchers
Top-The number of recommended collaborators
The feature representation set of all researchers
The weighted text representation of researcher
The content-enhanced academic collaborator network
The weights of the terms in the text information of researcher