Skip to main navigation Skip to search Skip to main content
  • 5929
    Citations - based on content available in repository [source: Scopus]
20052026

Content available in repository

Personal profile

Quote

“The complex systems that support our daily lives fascinate me, because they often elude our comprehension. Developing useful concepts that structure our thinking helps us analysing these systems and turns complexity into deep understanding.”

Research profile

Dirk Fahland is an Associate Professor in Process Analytics on Multi-Dimensional Event Data of the Analytics for Information Systems group at Eindhoven University of Technology (TU/e). Starting from a strong background in construction and analysis of distributed systems with formal models, he has, over the years, embraced event data as a central source for system analysis. His research interests are in describing and analyzing complex and distributed systems and processes through their event data using process mining and data engineering.

A central theme in Dirk’s research is analyzing data and systems that are too large or complex to be understood as monolithic end-to-end processes executed in isolation. Dirk’s approach is analyze and describe such systems as a complex network of behavior from several different angles. To achieve this goal, he is researching techniques for large-scale event data pre-processing and querying as well as discovering, synthesizing, and transforming models from event data and from existing models.

Academic background

Dirk Fahland obtained his obtained his PhD at the Humboldt-Universität zu Berlin and at TU/e under the supervision of Prof. Wolfgang Reisig and Prof. Wil van der Aalst. He worked as a Post-Doc at TU/e on the EU funded ACSI project and spent several research stays at the group of David Harel at the Weizmann Institute of Science, Israel, and the BPT group of Mathias Weske at the HPI Potsdam, Germany. He also spent a year at the School of Computing at the National University of Singapore. In 2013, he was appointed Assistant-Professor (Architecture of Information Systems group, Computer Science and Mathematics), received tenure in 2016, and was appointed Associate-Professor in 2019. He is managing the "Data Science in Engineering" Master and is leading the “Data Challenge” course series in the JADS “Data Science” Bachelor and manages the “Process Mining in Logistics” project with Vanderlande Industries.

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):

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Fingerprint

Dive into the research topics where Dirk Fahland is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
  • 1 Similar Profiles

Collaborations and top research areas from the last five years

Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
  • Object-centric process management: A research manifesto

    Seidel, A. (Corresponding author), Weske, M. (Corresponding author), Montali, M. (Corresponding author), Rivkin, A. (Corresponding author), Reichert, M. (Corresponding author), van der Werf, J. M. E. M. (Corresponding author-nrf), van der Aalst, W. M. P., Breitmayer, M., Liss, L., van Detten, J. N., Jalali, A., Khayatbashi, S., König, M., Lichtenstein, T., Rinderle-Ma, S., Weber, B., Soffer, P., Rossi, L., Calegari Garcia, D. & Delgado, A. & 43 others, Dijkman, R., Winkler, S., Weidlich, M., Leemans, S. J. J., Fahland, D., Swevels, A., Snoeck, M., Guizzardi, G., Gianola, A., Gal, A., Kindler, E., Lomazova, I., Re, B., Meroni, G., Morichetta, A., Marcelletti, A., Pettinari, S., van Dongen, B., De Smedt, J., Rafiei, M., Köpke, J., Hildebrandt, T., Zerbato, F., Pufahl, L., Reijers, H., Polyvyanyy, A., Di Francescomarino, C., Maria Maggi, F., Pastor, O., Haarmann, S., Proper, H., Lu, X., López, H., Slaats, T., De Weerdt, J., de Leoni, M., Martin, N., Winter, K., Beest, N. V., López-Pintado, O., van Zelst, S., Ghidini, C. & Senderovich, A., 1 Oct 2026, In: Information Systems. 141, 22 p., 102728.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
    6 Downloads (Pure)
  • What is an Object-Centric Case? An Exploration

    Fahland, D. (Corresponding author) & Montali, M., 2026, Mining a Scientist's Process: Essays Dedicated to Wil van der Aalst on the Occasion of His 60th Birthday. Mendling, J., Leemans, S., van Dongen, B. F. & Reijers, H. (eds.). Springer, p. 398-425 28 p. (Lecture Notes in Computer Science; vol. 16480 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

  • Constructive Alignment in Process Mining

    Brunings, M. (Corresponding author), Fahland, D. & van Dongen, B. F., 28 Mar 2025, Process Mining Workshops: ICPM 2024 International Workshops, Lyngby, Denmark, October 14–18, 2024, Revised Selected Papers. Delgado, A. & Slaats, T. (eds.). Cham: Springer, p. 105-116 12 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 533).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
    38 Downloads (Pure)
  • From Process Mining to Thinking Assistants in Logistics

    van Montfort, J., Bernard, H. F. & Fahland, D., 4 Mar 2025, Business Process Management Cases Vol. 3: Implementation in Practice. vom Brocke, J., Mendling, J. & Rosemann, M. (eds.). Springer Nature, p. 73-86 14 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

  • How well can a large language model explain business processes as perceived by users?

    Fahland, D., Fournier, F., Limonad, L. (Corresponding author), Skarbovsky, I. & Swevels, A. J. E., May 2025, In: Data and Knowledge Engineering. 157, 27 p., 102416.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
    119 Downloads (Pure)
  • 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: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

  • Best Paper Award BPM 2011

    Fahland, D. (Recipient) & van der Aalst, W. M. P. (Recipient), Aug 2011

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

  • Best Paper Award ICPM 2020

    Toosinezhad, Z. (Recipient), Köroglu, Ö. (Recipient), van der Aalst, W. M. P. (Recipient) & Fahland, D. (Recipient), 9 Oct 2020

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

  • Best Paper Award ICPM 2021

    Menkovski, V. (Recipient), Sommers, D. (Recipient) & Fahland, D. (Recipient), 4 Nov 2021

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific

  • Best Reviewer Award ICPM 2019

    Fahland, D. (Recipient), Jun 2019

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific