Shall I Work with Them? A Knowledge Graph-Based Approach for Predicting Future Research Collaborations

We consider the prediction of future research collaborations as a link prediction problem applied on a scientific knowledge graph. To the best of our knowledge, this is the first work on the prediction of future research collaborations that combines structural and textual information of a scientific...

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Hlavní autoři:	Nikos Kanakaris, Nikolaos Giarelis, Ilias Siachos, Nikos Karacapilidis
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2021-05-01
Edice:	Entropy
Témata:	knowledge graph link prediction natural language processing document representation future research collaborations graph kernels
On-line přístup:	https://www.mdpi.com/1099-4300/23/6/664
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