Exploring the application of machine learning to expert evaluation of research impact

The objective of this study is to investigate the application of machine learning techniques to the large-scale human expert evaluation of the impact of academic research. Using publicly available impact case study data from the UK’s Research Excellence Framework (2014), we trained five machine lear...

Descripción completa

Detalles Bibliográficos
Autores principales: Williams, Kate, Michalska, Sandra, Cohen, Eliel, Szomszor, Martin, Grant, Jonathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10399885/
https://www.ncbi.nlm.nih.gov/pubmed/37535633
http://dx.doi.org/10.1371/journal.pone.0288469

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10399885/
https://www.ncbi.nlm.nih.gov/pubmed/37535633
http://dx.doi.org/10.1371/journal.pone.0288469

Ejemplares similares