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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...
Autores principales: | Shibayama, Sotaro, Yin, Deyun, Matsumoto, Kuniko |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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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 |
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