Projects per year
Personal profile
Research profile
Boudewijn van Dongen is a full Professor in computer science and chair of the Process Analytics group at Eindhoven University of Technology (TU/e). The research group distinguishes itself in the Information Systems discipline by its fundamental focus on modeling, understanding, analyzing, and improving processes. Boudewijn’s research focuses on conformance checking: anything where observed behavior needs to be related to previously modeled behavior. Conformance checking is embedded in the larger contexts of Business Process Management and Process Mining.
Boudewijn aims to develop techniques and tools to analyze databases and logs of large-scale information systems for the purpose of detecting, isolating, diagnosing and predicting misconformance in the business processes supported by these systems. The notion of alignments play a seminal role in conformance checking and the AIS group is world-leading in the definition of alignments for various types of observed behavior and for various modelling languages. Next to the theoretical foundations, he also develops the tools to actually measure conformance. These tools are typically implemented in Java in the open-source framework ProM.
Academic background
Boudewijn van Dongen obtained his MSc in Computer Science and his PhD in Process Mining and Verification from TU/e in 2003 and 2007 respectively. He is playing a leading role in several projects set up with his group. These include develop new techniques to deal with massive event data, developing novel techniques and tools to analyze software systems in vivo, a long-term strategic cooperation with Philips Research Eindhoven on data science, health and lighting and process mining in logistics at logistics company Vanderlande.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Learning and Explaining Optimization (LEO)
Nuijten, W. P. M. (Project Manager), van Dongen, B. F. (Project member), Biemans, B. C. M. (Project member), Smit, I. G. (Project member) & te Rietmole, P. (Project member)
1/01/22 → 31/08/28
Project: Third tier
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Business Process Re-engineering and functional toolkit for GDPR compliance
van Dongen, B. F. (Project Manager), Hassani, M. (Project member), Medeiros de Carvalho, R. (Project member), Verbeek, H. M. W. (Project member), Zaman, R. (Project member) & Mozafari Mehr, A. (Project member)
1/05/18 → 30/04/21
Project: Research direct
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Online Prediction Threshold Optimization Under Semi-deferred Labelling
Spenrath, Y., Hassani, M. & van Dongen, B. F., 2024, 8th International workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP). Palpanas, T. & Jagadish, H. V. (eds.). CEUR-WS.org, (CEUR Workshop Proceedings; vol. 3651).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
Conformance checking of process event streams with constraints on data retention
Zaman, R. (Corresponding author), Hassani, M. & van Dongen, B. F., Jul 2023, In: Information Systems. 117, 21 p., 102228.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile37 Downloads (Pure) -
Detecting Complex Anomalous Behaviors in Business Processes: A Multi-perspective Conformance Checking Approach
Mozafari Mehr, A. S., M. de Carvalho, R. & van Dongen, B., 2023, Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers. Montali, M., Senderovich, A. & Weidlich, M. (eds.). Springer, p. 44-56 13 p. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access2 Citations (Scopus) -
Identifying the Context of Data Usage to Diagnose Privacy Issues through Process Mining
Mehr, A. S. M. (Corresponding author), de Carvalho, R. M. & van Dongen, B., May 2023, In: Transactions on Data Privacy. 16, 2, p. 123-151 29 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile28 Downloads (Pure) -
Aligning Event Logs to Resource-Constrained ν -Petri Nets
Sommers, D., Sidorova, N. & van Dongen, B., 2022, Application and Theory of Petri Nets and Concurrency - 43rd International Conference, PETRI NETS 2022, Proceedings. Bernardinello, L. & Petrucci, L. (eds.). Springer, p. 325-345 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13288 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
2 Citations (Scopus)
Datasets
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BPI Challenge 2020
van Dongen, B. F. (Creator), 4TU.Centre for Research Data, 26 Mar 2020
DOI: 10.4121/uuid:52fb97d4-4588-43c9-9d04-3604d4613b51
Dataset
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BPI Challenge 2020: Request For Payment
van Dongen, B. (Creator), 4TU.Centre for Research Data, 26 Mar 2020
DOI: 10.4121/uuid:895b26fb-6f25-46eb-9e48-0dca26fcd030
Dataset
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BPI Challenge 2020: International Declarations
van Dongen, B. (Creator), 4TU.Centre for Research Data, 26 Mar 2020
DOI: 10.4121/uuid:2bbf8f6a-fc50-48eb-aa9e-c4ea5ef7e8c5
Dataset
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BPI Challenge 2020: Travel Permit Data
van Dongen, B. F. (Creator), 4TU.Centre for Research Data, 26 Mar 2020
DOI: 10.4121/uuid:ea03d361-a7cd-4f5e-83d8-5fbdf0362550
Dataset
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BPI Challenge 2016
van Dongen, B. (Creator) & Dees, M. (Creator), UWV, 22 Apr 2016
DOI: 10.4121/uuid:360795c8-1dd6-4a5b-a443-185001076eab
Dataset
Prizes
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Best Paper Award BIS 2011
Fahland, D. (Recipient), van Dongen, B. F. (Recipient), van der Aalst, W. M. P. (Recipient) & de Leoni, M. (Recipient), 2011
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Courses
Press/Media
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Findings from Eindhoven University of Technology Broaden Understanding of Data Retention (Conformance Checking of Process Event Streams With Constraints On Data Retention)
van Dongen, B. F. & Hassani, M.
14/07/23
1 item of Media coverage
Press/Media: Expert Comment
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Interview How data technology from Eindhoven saves companies worldwide millions
van der Aalst, W. M. P. & van Dongen, B. F.
17/02/23
1 item of Media coverage
Press/Media: Expert Comment
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-TU/e : How companies are saving millions globally thanks to data pioneers in Eindhoven
van der Aalst, W. M. P., van Dongen, B. F. & Medeiros de Carvalho, R.
30/03/22
3 items of Media coverage
Press/Media: Expert Comment
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How companies are saving millions globally thanks to data pioneers in Eindhoven
van der Aalst, W. M. P. & van Dongen, B. F.
29/03/22
1 item of Media coverage
Press/Media: Expert Comment
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One year of the 4TU.ResearchData community: Reflections, achievements and looking ahead
van Dongen, B. F., Funk, M. & Saccon, A.
6/01/22
1 item of Media coverage
Press/Media: Expert Comment
Thesis
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GPRS dimensioning, an algorithmic approach: a combination of analytical and local search methods for GPRS capacity planning
van Dongen, B. F. (Author), Boxma, O. J. (Supervisor 1), 31 Aug 2003Student thesis: Master
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