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Measuring novelty in science with word embedding

Novelty is a core value in science, and a reliable measurement of novelty is crucial. This study proposes a new approach of measuring the novelty of scientific articles based on both citation data and text data. The proposed approach considers an article to be novel if it cites a combination of sema...

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Detalles Bibliográficos
Autores principales: Shibayama, Sotaro, Yin, Deyun, Matsumoto, Kuniko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253414/
https://www.ncbi.nlm.nih.gov/pubmed/34214135
http://dx.doi.org/10.1371/journal.pone.0254034