SOURCE-LINKED INTELLIGENCE

Leveraging contextual events on structure-aware next activity prediction

arXiv · AI, language, vision and robotics · article · Sep 8, 2026 · UTC

Predictive process monitoring aims at forecasting various aspects of running processes. Among the different tasks, next activity prediction represents the most extensively investigated. However, only a limited number of existing approaches explicitly encode contextual information, i.e., the environmental conditions in which the process is executed, typically modeled through event log attributes or aggregated measures. In this paper, an approach based on the concept of Instance Graphs is introduced. To incorporate contextual process instances, several encoding strategies are proposed and evalua

Read original source ↗ Open in workspace

recordType

paper

region

Global