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.
Vingerafdruk Verdiep u in de onderzoeksgebieden waarop Boudewijn F. van Dongen actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 3 Soortgelijke profielen
Netwerk
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Projecten
- 1 Actief
Business Process Re-engineering and functional toolkit for GDPR compliance
van Dongen, B. F., Hassani, M., Medeiros de Carvalho, R., van Dongen, B. F., Verbeek, H. M. W. (., Zaman, R. & Mozafari Mehr, A.
1/05/18 → 30/04/21
Project: Onderzoek direct
Onderzoeksoutput
Enabling efficient process mining on large data sets: realizing an in-database process mining operator
Dijkman, R., Gao, J., Syamsiyah, A., van Dongen, B., Grefen, P. & ter Hofstede, A., 1 mrt 2020, In : Distributed and Parallel Databases. 38, 1, blz. 227-253 27 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open Access
Bestand
3
Citaten
(Scopus)
12
Downloads
(Pure)
Why did my Consumer Shop? Learning an Efficient Distance Metric for Retailer Transaction Data
Spenrath, Y., Hassani, M., van Dongen, B. F. & Tariq, H., 2020, (Geaccepteerd/In druk) Proceedings of ECML PKDD 2020 Lecture Notes in Computer Science Springer .Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
A general framework to identify software components from execution data
Liu, C., van Dongen, B. F., Assy, N. & van der Aalst, W. M. P., 5 mei 2019, ENASE 2019 - Proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering. Spanoudakis, G., Damiani, E., Maciaszek, L. & Maciaszek, L. (redactie). SCITEPRESS-Science and Technology Publications, Lda., blz. 234-241 8 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access
1
Citaat
(Scopus)
2
Downloads
(Pure)
A tour in process mining: from practice to algorithmic challenges
van der Aalst, W., Carmona, J., Chatain, T. & van Dongen, B., 1 jan 2019, Transactions on Petri Nets and Other Models of Concurrency XIV. Koutny, M., Pomello, L. & Kristensen, L. M. (redactie). Springer, blz. 1-35 35 blz. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11790 LNCS).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Detecting behavioral design patterns from software execution data
Liu, C., van Dongen, B. F., Assy, N. & van der Aalst, W. M. P., 29 jun 2019, Evaluation of Novel Approaches to Software Engineering - 13th International Conference, ENASE 2018, Revised Selected Papers. Damiani, E., Spanoudakis, G. & Maciaszek, L. A. (redactie). Cham: Springer, blz. 137-164 28 blz. (Communications in Computer and Information Science; vol. 1023).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Datasets
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
Cursussen
Scriptie
A benchmark set for process discovery algorithms
Auteur: van Arendonk, R., 30 apr 2011Begeleider: van Dongen, B. (Afstudeerdocent 1)
Scriptie/masterproef: Master
Bestand
A comparison of Android Native App Architecture: MVC, MVP and MVVM
Auteur: Lou, T., 31 okt 2016Begeleider: van Dongen, B. (Afstudeerdocent 1) & Saikonnen, H. (Externe persoon) (Externe coach)
Scriptie/masterproef: Master
Bestand
Alignment-based process model repair and its application to the evolutionary tree miner
Auteur: van Eck, M., 31 dec 2013Begeleider: van Dongen, B. (Afstudeerdocent 1), Fletcher, G. (Afstudeerdocent 2) & Wilbik, A. (Afstudeerdocent 2)
Scriptie/masterproef: Master
Bestand
A multi-aspect reference architecture for a business process cloud platform
Auteur: Stoitsev, V., 31 dec 2012Begeleider: Grefen, P. (Afstudeerdocent 1), van Dongen, B. (Afstudeerdocent 2) & van der Starre, E. (Externe persoon) (Externe coach)
Scriptie/masterproef: Master
Bestand
Anomaly detection on event logs: an unsupervised algorithm on iXR-messages
Auteur: Severins, J., 30 jun 2016Begeleider: van Dongen, B. (Afstudeerdocent 1)
Scriptie/masterproef: Master
Bestand