CiTIUS
Evento
Fecha
  • 14 de marzo de 2023, de 10:00 a 11:00
Lugar
Assembly hall - Microsoft Teams (Evento mixto)
Ponente/s
Idioma
Inglés
Doctoral Meeting: 'Explainability in Process Mining: A Framework for Improved Decision-Making'

Doctoral Meeting: 'Explainability in Process Mining: A Framework for Improved Decision-Making'

Ensuring that data-driven decisions in process mining are based on clearly grounded and properly understood analyses is crucial. We map key aspects of AI explainability within the context of process mining, drawing on both academic research (i.e., Explainable AI, Human-Computer Interaction, AI ethics) and current business practices. We establish as a baseline explainability regulatory requirements in contemporary governmental and industry policy documents and standards to ensure their compliance and trustworthiness. By the map, we discuss a methodology for improving the operationalization and clients' reception of explanations in process mining, geared toward further user cognitive studies and business validations. The goal is to advance state of the art in process mining with respect to explainable AI governance by providing practical guidance for organizations to implement explainable services.

Next Events
Evento
14 de junio de 2023
Evento presencial
Programa de formación: «Taller de gestión de datos de investigación»