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Documents authored by Dumas, Marlon

Document
DOI: 10.4230/DagRep.15.5.21
AUTOBIZ: Pushing the Boundaries of AI-Driven Process Execution and Adaptation (Dagstuhl Seminar 25192)

Authors: Giuseppe De Giacomo, Marlon Dumas, Fabiana Fournier, Timotheus Kampik, and Lior Limonad

Published in: Dagstuhl Reports, Volume 15, Issue 5 (2025)

Abstract
Advances in AI are enabling the shift toward Autonomous Business Processes (ABPs), where systems not only suggest actions but also take proactive steps within defined constraints. This concept was introduced in the AI-Augmented Business Process Management Systems (ABPMSs) manifesto, which outlines their lifecycle, features, and research challenges. The "AutoBiz" 25192 Dagstuhl Seminar brought together experts from AI and BPM to collaborate on advancing this vision. The seminar’s main goal was to define a research agenda for the realization of ABP systems.
Cite as

Giuseppe De Giacomo, Marlon Dumas, Fabiana Fournier, Timotheus Kampik, and Lior Limonad. AUTOBIZ: Pushing the Boundaries of AI-Driven Process Execution and Adaptation (Dagstuhl Seminar 25192). In Dagstuhl Reports, Volume 15, Issue 5, pp. 21-63, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2025)

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@Article{degiacomo_et_al:DagRep.15.5.21,
  author =	{De Giacomo, Giuseppe and Dumas, Marlon and Fournier, Fabiana and Kampik, Timotheus and Limonad, Lior},
  title =	{{AUTOBIZ: Pushing the Boundaries of AI-Driven Process Execution and Adaptation (Dagstuhl Seminar 25192)}},
  pages =	{21--63},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2025},
  volume =	{15},
  number =	{5},
  editor =	{De Giacomo, Giuseppe and Dumas, Marlon and Fournier, Fabiana and Kampik, Timotheus and Limonad, Lior},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.15.5.21},
  URN =		{urn:nbn:de:0030-drops-252799},
  doi =		{10.4230/DagRep.15.5.21},
  annote =	{Keywords: AutoBiz, Artificial Intelligence, Business Process Management, Autonomous Business Processes, Dagstuhl Seminar}
}
Document
DOI: 10.4230/DagRep.8.8.67
Blockchain Technology for Collaborative Information Systems (Dagstuhl Seminar 18332)

Authors: Marlon Dumas, Richard Hull, Jan Mendling, and Ingo Weber

Published in: Dagstuhl Reports, Volume 8, Issue 8 (2019)

Abstract
Blockchain technology enables an evolving set of parties to maintain a safe, permanent, and tamper-proof ledger of transactions without a central authority. This technology opens manifold opportunities to redesign business-to-business collaborations, while bringing about numerous challenges. These opportunities and challenges were discussed in the Dagstuhl Seminar 18332 "Blockchain Technology for Collaborative Information Systems". This report documents the program and the outcomes of the seminar.
Cite as

Marlon Dumas, Richard Hull, Jan Mendling, and Ingo Weber. Blockchain Technology for Collaborative Information Systems (Dagstuhl Seminar 18332). In Dagstuhl Reports, Volume 8, Issue 8, pp. 67-129, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2019)

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@Article{dumas_et_al:DagRep.8.8.67,
  author =	{Dumas, Marlon and Hull, Richard and Mendling, Jan and Weber, Ingo},
  title =	{{Blockchain Technology for Collaborative Information Systems (Dagstuhl Seminar 18332)}},
  pages =	{67--129},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2019},
  volume =	{8},
  number =	{8},
  editor =	{Dumas, Marlon and Hull, Richard and Mendling, Jan and Weber, Ingo},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.8.8.67},
  URN =		{urn:nbn:de:0030-drops-102361},
  doi =		{10.4230/DagRep.8.8.67},
  annote =	{Keywords: Blockchain, BPM, Business Collaboration, Commerce, Logistics, Business Models (economic), Smart Contracts, Privacy}
}
Document
DOI: 10.4230/DagSemProc.06291.9
Choreography Conformance Checking: An Approach based on BPEL and Petri Nets

Authors: Wil van der Aalst, Marlon Dumas, C. Ouyang, Anne Rozinat, and H. M. W. Verbeek

Published in: Dagstuhl Seminar Proceedings, Volume 6291, The Role of Business Processes in Service Oriented Architectures (2006)

Abstract
Recently, languages such as BPEL and WS-CDL have been proposed to describe interactions between services and their behavioral dependencies. The emergence of these languages heralds an era where richer service descriptions, going beyond WSDL-like interfaces, will be available. However, what can these richer service descriptions serve for? This talk discussed the use of event logs of web services and behavioral service descriptions as input for process mining and conformance checking. Conformance checking is the act of verifying whether or not one or more parties stick to an agreed-upon behavior, by observing their actual behavior as recorded in message logs. This talk shows that it is possible to translate BPEL business abstract processes to Petri nets and to relate SOAP messages to transitions in the Petri net. The approach has been implemented in the ProM framework.
Cite as

Wil van der Aalst, Marlon Dumas, C. Ouyang, Anne Rozinat, and H. M. W. Verbeek. Choreography Conformance Checking: An Approach based on BPEL and Petri Nets. In The Role of Business Processes in Service Oriented Architectures. Dagstuhl Seminar Proceedings, Volume 6291, pp. 1-71, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2006)

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@InProceedings{vanderaalst_et_al:DagSemProc.06291.9,
  author =	{van der Aalst, Wil and Dumas, Marlon and Ouyang, C. and Rozinat, Anne and Verbeek, H. M. W.},
  title =	{{Choreography Conformance Checking: An Approach based on BPEL and Petri Nets}},
  booktitle =	{The Role of Business Processes in Service Oriented Architectures},
  pages =	{1--71},
  series =	{Dagstuhl Seminar Proceedings (DagSemProc)},
  ISSN =	{1862-4405},
  year =	{2006},
  volume =	{6291},
  editor =	{Frank Leymann and Wolfgang Reisig and Satish R. Thatte and Wil van der Aalst},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.06291.9},
  URN =		{urn:nbn:de:0030-drops-8307},
  doi =		{10.4230/DagSemProc.06291.9},
  annote =	{Keywords: Process mining, SOAP messages, BPEL, Petri nets}
}
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