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

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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Bibliographic Details
Main Authors: Nikos Kanakaris, Nikolaos Giarelis, Ilias Siachos, Nikos Karacapilidis
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Entropy
Subjects:
knowledge graph
link prediction
natural language processing
document representation
future research collaborations
graph kernels
Online Access:https://www.mdpi.com/1099-4300/23/6/664

Internet

https://www.mdpi.com/1099-4300/23/6/664

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