---
title: Marlon Dumas
type: entity
tags: [researcher, bpm, process-mining, hub]
affiliation: University of Tartu, Estonia
sources: ["[[sources/2026-calvanese-agentic-bpm-manifesto]]", "[[sources/2026-dumas-agentic-bpms-pyramid]]", "[[sources/2026-padella-llm-features-ppm]]", "[[sources/2023-dumas-ai-augmented-bpms]]", "[[sources/2023-chapela-campa-augmented-process-execution]]", "[[sources/2018-dumas-fundamentals-of-bpm]]", "[[sources/2021-dumas-process-mining-2-from-insights-to-action]]", "[[sources/2022-kubrak-prescriptive-ppm-slr]]"]
created: 2026-04-13
updated: 2026-05-11
---

# Marlon Dumas

Professor at the **[[entities/university-of-tartu]]**, Estonia. One of the most widely cited researchers in BPM and process mining; co-author of *Fundamentals of Business Process Management* (2018). Serves as a hub node in this wiki — expected to recur across many sources.

## Contributions in this wiki
- [[sources/2026-padella-llm-features-ppm]] — Exploring LLM Features in PPM for Small-Scale Event-Logs (2026), with Padella & de Leoni — LLM-based PPM contribution.
- [[sources/2026-calvanese-agentic-bpm-manifesto]] — APM Manifesto (2026)
- [[sources/2026-dumas-agentic-bpms-pyramid]] — Agentic BPMS keynote (2026), with Milani & Chapela-Campa
- [[sources/2023-dumas-ai-augmented-bpms]] — AI-Augmented BPMS Manifesto (2023) *(stub)*
- [[sources/2023-chapela-campa-augmented-process-execution]] — From Process Mining to Augmented Process Execution (2023) *(stub)*
- [[sources/2022-kubrak-prescriptive-ppm-slr]] — PrPM SLR (2022, *PeerJ CS*)
- [[sources/2021-dumas-process-mining-2-from-insights-to-action]] — Process Mining 2.0 keynote (2021)
- [[sources/2018-dumas-fundamentals-of-bpm]] — *Fundamentals of BPM* 2nd ed., the canonical BPM textbook

## Related
Key collaborator across ABPMS → APM and the descriptive → predictive → prescriptive lineage. Hub node together with [[entities/university-of-tartu]].