Marlon Dumas

28.6k total citations · 5 hit papers
252 papers, 10.1k citations indexed

About

Marlon Dumas is a scholar working on Management Information Systems, Information Systems and Artificial Intelligence. According to data from OpenAlex, Marlon Dumas has authored 252 papers receiving a total of 10.1k indexed citations (citations by other indexed papers that have themselves been cited), including 170 papers in Management Information Systems, 159 papers in Information Systems and 78 papers in Artificial Intelligence. Recurrent topics in Marlon Dumas's work include Business Process Modeling and Analysis (163 papers), Service-Oriented Architecture and Web Services (124 papers) and Semantic Web and Ontologies (33 papers). Marlon Dumas is often cited by papers focused on Business Process Modeling and Analysis (163 papers), Service-Oriented Architecture and Web Services (124 papers) and Semantic Web and Ontologies (33 papers). Marlon Dumas collaborates with scholars based in Estonia, Australia and Netherlands. Marlon Dumas's co-authors include Boualem Benatallah, Marcello La Rosa, Jayant Kalagnanam, Liangzhao Zeng, Jan Mendling, Remco Dijkman, Anne H. H. Ngu, Quan Z. Sheng, Chun Ouyang and Wil M. P. van der Aalst and has published in prestigious journals such as SHILAP Revista de lepidopterología, Expert Systems with Applications and ACM Computing Surveys.

In The Last Decade

Marlon Dumas

236 papers receiving 9.3k citations

Hit Papers

QoS-aware middleware for Web services composition 2003 2026 2010 2018 2004 2003 2013 2018 2010 500 1000 1.5k

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Marlon Dumas Estonia 46 7.4k 5.5k 3.8k 3.2k 934 252 10.1k
Arthur H. M. ter Hofstede Australia 44 5.3k 0.7× 5.7k 1.0× 2.9k 0.8× 1.7k 0.5× 662 0.7× 238 7.8k
Frank Leymann Germany 41 6.4k 0.9× 3.1k 0.6× 3.1k 0.8× 4.0k 1.3× 335 0.4× 416 8.5k
Jan Mendling Austria 41 4.3k 0.6× 5.9k 1.1× 2.4k 0.6× 705 0.2× 772 0.8× 303 7.6k
Dieter Fensel Austria 45 5.1k 0.7× 1.8k 0.3× 6.5k 1.7× 2.4k 0.8× 704 0.8× 313 8.9k
Boualem Benatallah Australia 41 6.7k 0.9× 2.3k 0.4× 4.0k 1.1× 3.8k 1.2× 560 0.6× 221 8.6k
M. Papazoglou Netherlands 37 5.0k 0.7× 2.3k 0.4× 3.0k 0.8× 2.8k 0.9× 337 0.4× 176 6.7k
Matthias Jarke Germany 40 3.6k 0.5× 1.3k 0.2× 3.3k 0.9× 2.4k 0.8× 755 0.8× 366 7.5k
John Mylopoulos Canada 54 8.9k 1.2× 3.0k 0.5× 9.7k 2.5× 3.6k 1.1× 583 0.6× 412 13.7k
Ivar Jacobson United States 26 7.6k 1.0× 2.1k 0.4× 6.4k 1.7× 2.4k 0.8× 509 0.5× 82 13.0k
Ian Horrocks United Kingdom 52 6.5k 0.9× 1.2k 0.2× 11.4k 3.0× 4.0k 1.3× 983 1.1× 300 13.8k

Countries citing papers authored by Marlon Dumas

Since Specialization
Citations

This map shows the geographic impact of Marlon Dumas's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marlon Dumas with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marlon Dumas more than expected).

Fields of papers citing papers by Marlon Dumas

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marlon Dumas. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marlon Dumas. The network helps show where Marlon Dumas may publish in the future.

Co-authorship network of co-authors of Marlon Dumas

This figure shows the co-authorship network connecting the top 25 collaborators of Marlon Dumas. A scholar is included among the top collaborators of Marlon Dumas based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Marlon Dumas. Marlon Dumas is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Dumas, Marlon, et al.. (2024). White box specification of intervention policies for prescriptive process monitoring. Data & Knowledge Engineering. 155. 102379–102379.
2.
Dumas, Marlon, et al.. (2023). From process mining to augmented process execution. Software & Systems Modeling. 22(6). 1977–1986. 7 indexed citations
3.
Dumas, Marlon, Fabiana Fournier, Andrea Marrella, et al.. (2023). AI-augmented Business Process Management Systems: A Research Manifesto. ACM Transactions on Management Information Systems. 14(1). 1–19. 40 indexed citations
4.
Teinemaa, Irene, et al.. (2021). Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs. Minerva Access (University of Melbourne). 18 indexed citations
5.
Camargo, Manuel, et al.. (2021). Discovering business process simulation models in the presence of multitasking and availability constraints. Data & Knowledge Engineering. 134. 101897–101897. 23 indexed citations
6.
Armas-Cervantes, Abel, et al.. (2019). Scalable alignment of process models and event logs: An approach based on automata and S-components. Minerva Access (University of Melbourne). 9 indexed citations
7.
Depaire, Benoît, Henrik Leopold, Stefan Schulte, et al.. (2019). BPMT 2019, BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track : proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019, co-located with 17th International Conference on Business Process Management (BPM 2019) : Vienna, Austria, September 1-6, 2019. 1 indexed citations
8.
Augusto, Adriano, Raffaele Conforti, Marlon Dumas, Marcello La Rosa, & Artem Polyvyanyy. (2019). Split Miner: Automated Discovery of Accurate and Simple Business Process Models from Event Logs. 1 indexed citations
9.
Augusto, Adriano, Raffaele Conforti, Marlon Dumas, & Marcello La Rosa. (2018). Split Miner: Automated Discovery of Accurate and Simple Business Process Models from Event Logs. Minerva Access (University of Melbourne). 39 indexed citations
10.
Dumas, Marlon, et al.. (2018). Multi-Perspective process model discovery for robotic process automation. Minerva Access (University of Melbourne). 2114. 14 indexed citations
11.
Dumas, Marlon, et al.. (2017). Mining business process stages from event logs. Lecture notes in computer science. 1 indexed citations
12.
López‐Pintado, Orlenys, Luciano García‐Bañuelos, Marlon Dumas, & Ingo Weber. (2017). Caterpillar: A Blockchain-Based Business Process Management System.. 59 indexed citations
13.
Fdhila, Walid, Marlon Dumas, & Claude Godart. (2011). Décentralisation Optimisée de Services Web Composés. HAL (Le Centre pour la Communication Scientifique Directe). 25–42.
14.
Matulevičius, Raimundas & Marlon Dumas. (2010). Towards Model Transformation between SecureUML and UMLsec for Role-based Access Control.. 339–352. 1 indexed citations
15.
Dumas, Marlon, Luciano García‐Bañuelos, & Remco Dijkman. (2009). Similarity search of business process models. Data Archiving and Networked Services (DANS). 32(3). 23–28. 68 indexed citations
16.
Aalst, Wil M. P. van der, Marlon Dumas, Chun Ouyang, A. Rozinat, & Eric Verbeek. (2008). Conformance checking of service behavior. TU/e Research Portal. 82 indexed citations
17.
Rosa, Marcello La, Marlon Dumas, Arthur H. M. ter Hofstede, Jan Mendling, & Florian Gottschalk. (2007). Beyond Control-Flow: Extending Business Process Configuration to Resources and Objects. QUT ePrints (Queensland University of Technology). 1 indexed citations
18.
Decker, Gero, et al.. (2006). Maestro for Let's Dance: An Environment for Modeling Service Interactions. QUT ePrints (Queensland University of Technology). 4 indexed citations
19.
Barros, Alistair, et al.. (2006). Standards for Web Service Choreography and Orchestration: Status and Perspectives. Lecture notes in computer science. 61–74. 25 indexed citations
20.
Barros, Alistair, Marlon Dumas, & Peter Bruza. (2005). The Move to Web Service Ecosystems. QUT ePrints (Queensland University of Technology). 18 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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