Dual network embedding for representing research interests in the link prediction problem on co-authorship networks

We present a study on co-authorship network representation based on network embedding together with additional information on topic modeling of research papers and new edge embedding operator. We use the link prediction (LP) model for constructing a recommender system for searching collaborators wit...

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Bibliographic Details
Main Authors: Ilya Makarov, Olga Gerasimova, Pavel Sulimov, Leonid E. Zhukov
Format: Article
Language:English
Published: PeerJ Inc. 2019-01-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-172.pdf