Exploiting Instance Graphs and Graph Neural Networks for Next Activity Prediction

Andrea Chiorrini, Claudia Diamantini, Alex Mircoli, Domenico Potena. Exploiting Instance Graphs and Graph Neural Networks for Next Activity Prediction. In Jorge Munoz-Gama, Xixi Lu, editors, Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 - November 4, 2021, Revised Selected Papers. Volume 433 of Lecture Notes in Business Information Processing, pages 115-126, Springer, 2021. [doi]

Abstract

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