Applying Bibliometrics and a RoBERTa Transformer in the Circular Bioeconomy: A PRISMA 2020 Systematic Review

This exploratory methodological study demonstrates an integrated workflow that combines systematic evidence collection Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA 2020), bibliometric mapping, and Transformer-based natural language processing (RoBERTa) to generate multi...

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Detalles Bibliográficos

Autores principales:	Gary Christiam Farfán Chilicaus, Alexander Fernando Haro-Sarango, Angela Fremiot Rodriguez-Armas, César Augusto Herrera-Asmat, Silvia Cachay-Salcedo, Rosa Amable Salcedo-Davalos, Violeta Claros Aguilar De Larrea, Emma Verónica Ramos Farroñán
Formato:	Artículo de revisión
Lenguaje:	inglés
Publicado:	2026
Materias:	circular bioeconomy circular economy science mapping RoBERTa natural language processing sentiment analysis hedging discursive framing research trends conceptual framework measurement gaps epistemic bias scientometrics and bibliometrics research Bioeconomy and Sustainability Development Meta-analysis and systematic reviews
Acceso en línea:	Enlace permanente (DOI o Handle)
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