This paper analyses the prospects of using big data and artificial intelligence (AI) technologies to improve legislation (better regulation), in particular by means of impact assessment. After a brief background on the topic of better regulation, the new paradigm based on big data and AI will be investigated. The three phases of the data-centred regulation cycle will be tackled in succession, namely, (1) data collection and creation, (2) ex-ante impact analysis for policy planning and regulation design, and (3) ex-post monitoring and evaluation. Finally, the challenges for an acceptable use of AI and big data will be explored, focusing on the need to conform public action to a legal-ethical framework for data management and use.

L'utilizzo dei big data e dell'IA per una migliore qualità della regolamentazione

Federico Galli;Giovanni Sartor
2022

Abstract

This paper analyses the prospects of using big data and artificial intelligence (AI) technologies to improve legislation (better regulation), in particular by means of impact assessment. After a brief background on the topic of better regulation, the new paradigm based on big data and AI will be investigated. The three phases of the data-centred regulation cycle will be tackled in succession, namely, (1) data collection and creation, (2) ex-ante impact analysis for policy planning and regulation design, and (3) ex-post monitoring and evaluation. Finally, the challenges for an acceptable use of AI and big data will be explored, focusing on the need to conform public action to a legal-ethical framework for data management and use.
2022
Federico Galli; Giovanni Sartor
File in questo prodotto:
File Dimensione Formato  
L'utilizzo dei big data e dell'IA per una migliore qualità.pdf

accesso aperto

Tipo: Versione (PDF) editoriale
Licenza: Licenza per accesso libero gratuito
Dimensione 269.14 kB
Formato Adobe PDF
269.14 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/909842
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact