Scientific journal paper Q1
Mapping capabilities for Smart Specialisation: An LLM-based approach
Ricardo Paes Mamede (Mamede, R. P.); Matias Andrade (Andrade, M.); Cristina Pinheiro (Pinheiro, C.); Tiago Louro Alves (Alves, T.); Tomás Martins (Martins, T.); Beatriz Mendes (Mendes, B.); João Silva (Paiva-Silva, J.); et al.
Journal Title
Science and Public Policy
Year (definitive publication)
N/A
Language
English
Country
United Kingdom
More Information
Web of Science®

Times Cited: 0

(Last checked: 2026-07-09 11:33)

View record in Web of Science®

Scopus

This publication is not indexed in Scopus

Google Scholar

Times Cited: 0

(Last checked: 2026-07-05 09:31)

View record in Google Scholar

This publication is not indexed in Overton

Abstract
Smart Specialisation Strategies have become a cornerstone of EU Cohesion Policy, yet prioritizing investment areas remains a challenge. This paper introduces a methodology for capability mapping to support strategic priority setting, integrating data from patents, scientific publications, and research and development (R&D) projects, classified using Large Language Models. Unlike approaches that focus narrowly on technologies or industries, the method maps the intersection of technological domains and fields of application, as envisaged in the foundational literature on Smart Specialisation. This intersectional perspective aims to support a more precise and policy-relevant identification of areas with transformative potential. An empirical application to the Portuguese case illustrates the potential of the methodology to inform decision-making. The method grounds the analysis in local capabilities and contexts, supporting the exploration of place-based, distinctive pathways for structural transformation.
Acknowledgements
--
Keywords
Smart Specialisation Strategies,Innovation policy,Capability mapping,Large Language Models (LLMs),EU cohesion policy
  • Earth and related Environmental Sciences - Natural Sciences
  • Economics and Business - Social Sciences
  • Political Science - Social Sciences
  • Social and Economic Geography - Social Sciences