Ravelijn
Guest staff

dr. A.B.J.M. Wijnhoven (Fons)

Researcher (Guest)
BMS-HBE-FEBIS
Ravelijn 3313
a.b.j.m.wijnhoven@utwente.nl
+31534893853
Business card

Expertise

  • Social Sciences

    • Artificial Intelligence
    • Information Systems
    • System Dynamics
    • Organizational Learning
    • Public Procurement
    • Data Centers

  • Computer Science

    • Information Service
    • Case Study

Organisations

My research field is on knowledge on the Internet for business purposes. Major topics of research are related to rationality of users of Internet services (e.g. privacy calculus), effective means for business decision makers of extracting reliable knowledge from internet sources (e.g. understanding and adoption of sentiment mining and prediction results for marketing decisions), and the design and implementation of industry 4.0 (e.g. use of cognitive computing in services and manufacturing).

Publications

Jump to: 2026 | 2025 | 2024 | 2023

2026

Opening the black box of data center electricity consumption forecasting: An application of system dynamics modeling to Northern Virginia (2026)Sustainable Futures, 12. Article 102072 (E-pub ahead of print/First online). Paccou, R. & Wijnhoven, F.https://doi.org/10.1016/j.sftr.2026.102072From market-taking to market stewarding: the case for market shaping by public sector buyers (2026)Journal of purchasing and supply management, 101173 (E-pub ahead of print/First online). Borobia, S., Knight, L. A. & Wijnhoven, F. A. B. J. M.https://doi.org/10.1016/j.pursup.2026.101173From market shaping to market stewarding: Governing markets through public procurement (2026)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Borobia, S.https://doi.org/10.3990/1.9789036572644Public procurement’s role in shaping supply markets: A taxonomy of local contracting authorities’ approaches using the awareness-motivation-capability framework (2026)International journal of operations & production management, 46(13), 238-264 (E-pub ahead of print/First online). Borobia, S., Vos, F. G. S., Knight, L., Peters, E., Wijnhoven, F. & Uenk, N.https://doi.org/10.1108/IJOPM-09-2025-0930Preface (2026)In Smart Business Technologies: 21st International Conference, ICSBT 2024, Dijon, France, July 9–11, 2024, Revised Selected Papers (pp. v-v) (Communications in Computer and Information Science; Vol. 2589). Springer. Emrouznejad, A., Hammoudi, S. & Wijnhoven, F.https://doi.org/10.1007/978-3-032-06075-4Preface (2026)In Smart Business Technologies: 22nd International Conference, ICSBT 2025, Bilbao, Spain, June 11–12, 2025, Proceedings (pp. v-vi) (Communications in Computer and Information Science; Vol. 2666). Springer. Emrouznejad, A., Hammoudi, S. & Wijnhoven, F.https://doi.org/10.1007/978-3-032-08614-3Smart Business Technologies: 22nd International Conference, ICSBT 2025, Bilbao, Spain, June 11–12, 2025, Proceedings (2026)[Book/Report › Book editing] 22nd International Conference on Smart Business Technologies, ICSBT 2025. Springer. Emrouznejad, A., Hammoudi, S. & Wijnhoven, F.https://doi.org/10.1007/978-3-032-08614-3

2025

System Dynamics with Insight Maker (2025)[Book/Report › Book]. Edith Cowan University. D'Alessandro, S. & Wijnhoven, F.https://doi.org/10.25958/g8d5-4e98AI and Energy in Europe (2025)[Book/Report › Report]. Schneider Electric Sustainability Research Institute. Wijnhoven, F., Paccou, R. & Le Goff, T.Smart Business Technologies: 21st International Conference, ICSBT 2024, Dijon, France, July 9–11, 2024, Revised Selected Papers (2025)[Book/Report › Book editing]. Springer. Emrouznejad, A., Hammoudi, S. & Wijnhoven, F.https://doi.org/10.1007/978-3-032-06075-4Exploring the AI electricity crisis scenario: A case study of Texas-ERCOT (2025)Next Energy, 8. Article 100341. Paccou, R. & Wijnhoven, F.https://doi.org/10.1016/j.nxener.2025.100341Powering Sustainable AI in the United States (2025)[Book/Report › Report]. Schneider Electric Sustainability Research Institute. Paccou, R. & Wijnhoven, F.https://www.se.com/ww/en/insights/sustainability/sustainability-research-institute/powering-sustainable-ai-in-the-united-states/Market stewarding’s design principles in public procurement: A case study reflection and systems dynamics modelling approach – providing qualitative and analytic arguments (2025)In IPSERA 2025 “Room for Talent”: Rotterdam, the Netherlands, March 30 - April 2: Book of Abstracts (pp. 344-344). Article 189. International Purchasing and Supply Education and Research Association (IPSERA). Borobia, S., Vos, F., Knight, L. & Wijnhoven, F.

2024

Artificial Intelligence and Electricity: A System Dynamics Approach (2024)In Schneider Electric/insights/sustainability (pp. 1-96). Schneider Electric Sustainability Research Institute. Wijnhoven, F. & Paccou, R.https://www.se.com/ww/en/insights/sustainability/sustainability-research-institute/artificial-intelligence-electricity-system-dynamics-approach/Google Trends Forecasting of Youth Employment (2024)In 6th International Conference on Advanced Research Methods and Analytics, CARMA 2024 (pp. 272-280). Wijnhoven, F., De Bruijn, N. & Effing, R.https://doi.org/10.4995/CARMA2024.2024.17158Preface (2024)Communications in Computer and Information Science, 2132 CCIS, v. Van Sinderen, M., Hammoudi, S. & Wijnhoven, F.Smart Business Technologies: 20th International Conference, ICSBT 2023, Rome, Italy, July 11–13, 2023, Revised Selected Papers (2024)[Book/Report › Book editing] 20th International Conference on Smart Business Technologies, ICSBT 2023. Springer. van Sinderen, M., Hammoudi, S. & Wijnhoven, F.https://doi.org/10.1007/978-3-031-67904-9

2023

Governance of Inter-organizational System based Collaboration: supply chain cases (2023)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Chandra, D. R.https://doi.org/10.3990/1.9789036556811E-Business and Telecommunications: 18th International Conference, ICETE 2021, Virtual Event, July 6–9, 2021, Revised Selected Papers (2023)[Book/Report › Book editing] 18th International Joint Conference on e-Business and Telecommunications, ICETE 2021. Springer. Samarati, P., van Sinderen, M. J., De Capitani di Vimercati, S. & Wijnhoven, F.https://doi.org/10.1007/978-3-031-36840-0Using process mining for workarounds analysis in context: Learning from a small and medium-sized company case (2023)International Journal of Information Management Data Insights, 3(1). Article 100163. Wijnhoven, F., Hoffmann, P., Bemthuis, R. & Boksbeld, J.https://doi.org/10.1016/j.jjimei.2023.100163

Research profiles

Affiliated study programs

Courses academic year 2026/2027

Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.

Courses academic year 2025/2026

Privacy calculus

Industry 4.0

Health DSS

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