Projecten per jaar
Persoonlijk profiel
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 gerelateerd aan duurzame ontwikkelingsdoelstellingen van de VN
In 2015 stemden de VN-lidstaten in met 17 wereldwijde duurzame ontwikkelingsdoelstellingen (Sustainable Development Goals, SDG's) om armoede te beëindigen, de planeet te beschermen en voor iedereen welvaart te garanderen. Het werk van deze persoon draagt bij aan de volgende duurzame ontwikkelingsdoelstelling(en):
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 1 Afgelopen
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Business Process Re-engineering and functional toolkit for GDPR compliance
van Dongen, B. F., Hassani, M., Medeiros de Carvalho, R., Verbeek, H. M. W., Zaman, R. & Mozafari Mehr, A.
1/05/18 → 30/04/21
Project: Onderzoek direct
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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. (redactie). Springer, blz. 44-56 13 blz. (Lecture Notes in Business Information Processing; vol. 468 LNBIP).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access -
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. (redactie). Springer, blz. 325-345 21 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13288 LNCS).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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Aligning observed and modelled behaviour by maximizing synchronous moves and using milestones
Bloemen, V., van Zelst, S., van der Aalst, W., van Dongen, B. & van de Pol, J., jan. 2022, In: Information Systems. 103, 13 blz., 101456.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand4 Citaten (Scopus)34 Downloads (Pure) -
An Association Rule Mining-Based Framework for the Discovery of Anomalous Behavioral Patterns
Mozafari Mehr, A. S., M. de Carvalho, R. & van Dongen, B., 2022, Advanced Data Mining and Applications - 18th International Conference, ADMA 2022, Proceedings. Chen, W., Yao, L., Cai, T., Pan, S., Shen, T. & Li, X. (redactie). Springer, blz. 397-412 16 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13725 LNAI).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
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BitBooster: Effective Approximation of Distance Metrics via Binary Operations
Spenrath, Y., Hassani, M. & Van Dongen, B. F., 27 jun. 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J-J. & Shahriar, H. (redactie). Institute of Electrical and Electronics Engineers, blz. 201-210 10 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Datasets
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BPI Challenge 2020: Request For Payment
van Dongen, B. F. (Ontwerper), 4TU.Centre for Research Data, 26 mrt. 2020
DOI: 10.4121/uuid:895b26fb-6f25-46eb-9e48-0dca26fcd030
Dataset
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BPI Challenge 2020: Travel Permit Data
van Dongen, B. F. (Ontwerper), 4TU.Centre for Research Data, 26 mrt. 2020
DOI: 10.4121/uuid:ea03d361-a7cd-4f5e-83d8-5fbdf0362550
Dataset
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BPI Challenge 2020
van Dongen, B. F. (Ontwerper), 4TU.Centre for Research Data, 26 mrt. 2020
DOI: 10.4121/uuid:52fb97d4-4588-43c9-9d04-3604d4613b51
Dataset
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BPI Challenge 2020: International Declarations
van Dongen, B. F. (Ontwerper), 4TU.Centre for Research Data, 26 mrt. 2020
DOI: 10.4121/uuid:2bbf8f6a-fc50-48eb-aa9e-c4ea5ef7e8c5
Dataset
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BPI Challenge 2016
van Dongen, B. F. (Ontwerper) & Dees, M. (Ontwerper), UWV, 22 apr. 2016
DOI: 10.4121/uuid:360795c8-1dd6-4a5b-a443-185001076eab
Dataset
Prijzen
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Best Paper Award BIS 2011
Fahland, Dirk (Ontvanger), van Dongen, Boudewijn F. (Ontvanger), van der Aalst, Wil M.P. (Ontvanger) & de Leoni, Massimiliano (Ontvanger), 2011
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Cursussen
Scriptie
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GPRS dimensioning, an algorithmic approach: a combination of analytical and local search methods for GPRS capacity planning
Auteur: van Dongen, B. F., 31 aug. 2003Begeleider: Boxma, O. J. (Afstudeerdocent 1)
Scriptie/Masterproef: Master
Bestand