2026 Marlon Dumas: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	National Ranking	Publications	Citations
Computer Science	95	456	1	478	43298

Research.com Recognitions

2025 - Research.com Computer Science in Estonia Leader Award
2022 - Research.com Computer Science in Estonia Leader Award

Overview

Marlon Dumas is affiliated with the University of Tartu in Estonia. Their research primarily centers on topics within Business Process Modeling and Analysis, with additional focus on Service-Oriented Architecture and Web Services, Data Quality and Management, Simulation Techniques and Applications, Big Data and Business Intelligence, Scheduling and Optimization Algorithms, and Robotic Process Automation Applications.

The scientist's main fields of study include Business, Management and Accounting, Computer Science, and Decision Sciences. More specifically, their work covers subfields such as Management Information Systems, Information Systems, Management Science and Operations Research, Industrial and Manufacturing Engineering, and Artificial Intelligence.

Frequent publication venues for Marlon Dumas comprise arXiv (Cornell University), Zenodo (CERN European Organization for Nuclear Research), Information Systems, PeerJ Computer Science, and Business & Information Systems Engineering.

Several recent papers authored or coauthored by the scientist are:

"The biggest business process management problems to solve before we die" (2023) published in Computers in Industry
"Automated discovery of business process simulation models from event logs" (2020) published in Decision Support Systems
"Robotic Process Mining: Vision and Challenges" (2020) published in Business & Information Systems Engineering
"AI-augmented Business Process Management Systems: A Research Manifesto" (2023) published in ACM Transactions on Management Information Systems
"Opportunities and Challenges for Process Mining in Organizations: Results of a Delphi Study" (2021) published in Business & Information Systems Engineering

Marlon Dumas has collaborated frequently with coauthors including David Chapela-Campa, Marcello La Rosa, Fredrik Milani, Artem Polyvyanyy, and Gamal Elkoumy.

The scientist has published books with Springer Science+Business Media, including:

"Business Process Management" (2020)
"Business Process Management Forum" (2020)
"Advances in Databases and Information Systems" (2021)

Best Publications

QoS-aware middleware for Web services composition

Liangzhao Zeng;B. Benatallah;A.H.H. Ngu;M. Dumas

4119
Citations
Fundamentals of Business Process Management

Marlon Dumas;Marcello La Rosa;Jan Mendling;Hajo A. Reijers

3553
Citations
Semantics and analysis of business process models in BPMN

Remco M. Dijkman;Marlon Dumas;Chun Ouyang

1825
Citations
Quality driven web services composition

Liangzhao Zeng;Boualem Benatallah;Marlon Dumas;Jayant Kalagnanam

1785
Citations
Process Mining Manifesto

Wil van der Aalst;Wil van der Aalst;Arya Adriansyah;Ana Karla Alves de Medeiros;Franco Arcieri

1683
Citations
Process Aware Information Systems: Bridging People and Software Through Process Technology

Marlon Dumas;Wil M. van der Aalst;Arthur H. ter Hofstede

1449
Citations
Similarity of business process models: Metrics and evaluation

Remco Dijkman;Marlon Dumas;Boudewijn van Dongen;Reina Käärik

843
Citations
The Self-Serv environment for Web services composition

B. Benatallah;Q.Z. Sheng;M. Dumas

843
Citations
Blockchains for Business Process Management - Challenges and Opportunities

Jan Mendling;Ingo Weber;Wil Van Der Aalst;Jan Vom Brocke

813
Citations
Declarative composition and peer-to-peer provisioning of dynamic Web services

B. Benatallah;M. Dumas;Q.Z. Sheng;A.H.H. Ngu

669
Citations
Formal semantics and analysis of control flow in WS-BPEL

Chun Ouyang;Eric Verbeek;Wil M. P. van der Aalst;Stephan Breutel

630
Citations
UML Activity Diagrams as a Workflow Specification Language

Marlon Dumas;Arthur H. M. ter Hofstede

617
Citations
On the suitability of BPMN for business process modelling

P. Wohed;W. M. P. van der Aalst;M. Dumas;A. H. M. ter Hofstede

573
Citations
Predictive Business Process Monitoring with LSTM Neural Networks

Niek Tax;Ilya Verenich;Marcello La Rosa;Marlon Dumas

547
Citations
Service interaction patterns

Alistair Barros;Marlon Dumas;Arthur H. M. ter Hofstede

537
Citations
Graph Matching Algorithms for Business Process Model Similarity Search

Remco Dijkman;Marlon Dumas;Luciano García-Bañuelos

537
Citations
Analysis of Web Services Composition Languages: The Case of BPEL4WS

Petia Wohed;Wil M. P. van der Aalst;Wil M. P. van der Aalst;Marlon Dumas;Arthur H. M. ter Hofstede

436
Citations
Automated Discovery of Process Models from Event Logs: Review and Benchmark

Adriano Augusto;Raffaele Conforti;Marlon Dumas;Marcello La Rosa

392
Citations
Design and Implementation of the YAWL System

Wil M.P. van der Aalst;Wil M.P. van der Aalst;Lachlan J. Aldred;Marlon Dumas;Arthur H.M. ter Hofstede

379
Citations
Outcome-Oriented Predictive Process Monitoring: Review and Benchmark

Irene Teinemaa;Marlon Dumas;Marcello La Rosa;Fabrizio Maria Maggi

368
Citations
Formal semantics and analysis of control flow in WS-BPEL

C. Ouyang;W.M.P. van der Aalst;S. Breutel;M. Dumas

140
Citations
Service interaction patterns : towards a reference framework for service-based business process interconnection

Alistair P. Barros;Marlon Dumas;Arthur H.M. ter Hofstede

131
Citations
Blockchains for Business Process Management - Challenges and Opportunities

Jan Mendling;Ingo Weber;Wil van der Aalst;Jan vom Brocke

12
Citations

Frequent Co-Authors

Marcello La Rosa University of Melbourne

Arthur H. M. ter Hofstede Queensland University of Technology

Fabrizio Maria Maggi Free University of Bozen-Bolzano

Wil M. P. van der Aalst RWTH Aachen University

Jan Mendling Humboldt-Universität zu Berlin

Remco Dijkman Eindhoven University of Technology

Ingo Weber Technical University of Berlin

Boualem Benatallah Dublin City University

Alistair Barros Queensland University of Technology

Artem Polyvyanyy University of Melbourne

External Links

Wikipedia of Marlon Dumas Personal website of Marlon Dumas Google Scholar page

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