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A Process-Centric Approach to Data Annotation in Regulatory Technologies

par Gyory, Raphaël
Président du jury De Smet, Yves
Promoteur Bersini, Hugues
Co-Promoteur Frydman, Benoît
Publication Non publié, 2024-12-09

Thèse de doctorat

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Résumé :

This thesis examines the annotation of Regulatory Technology (RegTech) data, emphasizing that this area of research presents process-related challenges that can be effectively addressed through a process-centric approach, drawing notably on Business Process Management (BPM) research. It explores the development of process-aware software for annotating RegTech data, focusing on three key contributions: Ant: (1) A Process Aware Annotation Software for Regulatory Compliance, (2) The Theta Inter-Annotator Agreement Algorithm and (3) GDPR120Q: An Annotated Q&A Corpus for Privacy Compliance. The thesis concludes that a process-centric approach presents numerous promising avenues for future research in the field.