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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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Detalhes bibliográficos
Publicado no:PeerJ Comput Sci
Main Authors: Makarov, Ilya, Gerasimova, Olga, Sulimov, Pavel, Zhukov, Leonid E.
Formato: Artigo
Idioma:Inglês
Publicado em: PeerJ Inc. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7924522/
https://ncbi.nlm.nih.gov/pubmed/33816825
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.172
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