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A methodological framework for the use of AI tools in automated workflows for generating validated and structured historical datasets | Synapse
March 3, 2026
A methodological framework for the use of AI tools in automated workflows for generating validated and structured historical datasets
JM
José Antonio Motilla-Chávez
DE
Diego Espitia
DP
Diego Perez-Martinez
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Key Points
Automated workflows enhance the efficiency of generating structured historical datasets, leading to better data validation.
The methodology incorporates AI tools to facilitate data processes and ensure the accuracy of generated datasets.
A methodological framework was developed, focusing on employing artificial intelligence in data handling and validation.
Implications of this framework may improve workflows, indicating a need for further exploration in diverse applications.
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Motilla-Chávez et al. (Tue,) studied this question.
synapsesocial.com/papers/69a761cec6e9836116a2fe20
https://doi.org/https://doi.org/10.1007/s42803-026-00121-3