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Matthieu J. S. Brinkhuis

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2020 – today

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2024
[j7]
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Max van Haastrecht, Marcel R. Haas, Matthieu J. S. Brinkhuis, Marco Spruit:
Understanding validity criteria in technology-enhanced learning: A systematic literature review. Comput. Educ. 220: 105128 (2024)
[c8]
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Max van Haastrecht, Matthieu J. S. Brinkhuis, Marco Spruit:
Federated Learning Analytics: Investigating the Privacy-Performance Trade-Off in Machine Learning for Educational Analytics. AIED (2) 2024: 62-74
2023
[j6]
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Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu J. S. Brinkhuis, Hajo A. Reijers:
All that glitters is not gold: Four maturity stages of process discovery algorithms. Inf. Syst. 114: 102155 (2023)
[j5]
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Max van Haastrecht, Matthieu J. S. Brinkhuis, Saskia Wools, Marco Spruit:
VAST: a practical validation framework for e-assessment solutions. Inf. Syst. E Bus. Manag. 21(3): 603-627 (2023)
[j4]
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Rebecca Ferguson, Hassan Khosravi, Vitomir Kovanovic, Olga Viberg, Ashish Aggarwal, Matthieu J. S. Brinkhuis, Simon Buckingham Shum, Lujie Karen Chen, Hendrik Drachsler, Valerie A. Guerrero, Michael Hanses, Caitlin Hayward, Ben Hicks, Ioana Jivet, Kirsty Kitto, René F. Kizilcec, Jason M. Lodge, Catherine A. Manly, Rebecca L. Matz, Michael Meaney, Xavier Ochoa, Brendan A. Schuetze, Marco Spruit, Max van Haastrecht, Anouschka van Leeuwen, Lars Van Rijn, Yi-Shan Tsai, Joshua Weidlich, Kimberly Williamson, Veronica X. Yan:
Aligning the Goals of Learning Analytics with its Research Scholarship: An Open Peer Commentary Approach. J. Learn. Anal. 10(2): 14-50 (2023)
[c7]
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Max van Haastrecht, Matthieu J. S. Brinkhuis, Jessica Peichl, Bernd Remmele, Marco Spruit:
Embracing Trustworthiness and Authenticity in the Validation of Learning Analytics Systems. LAK 2023: 552-558
2022
[j3]
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  - journals/information/ToledoSDBS22
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Chaïm van Toledo, Marijn Schraagen, Friso van Dijk, Matthieu J. S. Brinkhuis, Marco Spruit:
Exploring the Utility of Dutch Question Answering Datasets for Human Resource Contact Centres. Inf. 13(11): 513 (2022)
2021
[j2]
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Max van Haastrecht, Injy Sarhan, Bilge Yigit Ozkan, Matthieu J. S. Brinkhuis, Marco Spruit:
SYMBALS: A Systematic Review Methodology Blending Active Learning and Snowballing. Frontiers Res. Metrics Anal. 6: 685591 (2021)
[c6]
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Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu J. S. Brinkhuis, Hajo A. Reijers:
All that Glitters Is Not Gold - Towards Process Discovery Techniques with Guarantees. CAiSE 2021: 141-157
[c5]
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Friso W. van Dijk, Marco Spruit, Chaïm van Toledo, Matthieu J. S. Brinkhuis:
Pillars of Privacy: Identifying Core Theory in a Network Analysis of Privacy Literature. ECIS 2021
[c4]
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Leonardo J. Vida, Maria Bolsinova, Matthieu J. S. Brinkhuis:
Speeding up without Loss of Accuracy: Item Position Effects on Examinees' Performance in University Exams. EDM 2021
2020
[c3]
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Koen Niemeijer, Remco Feskens, Georg Krempl, Jesse Koops, Matthieu J. S. Brinkhuis:
Constructing and predicting school advice for academic achievement: a comparison of item response theory and machine learning techniques. LAK 2020: 462-471
[i2]
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  - journals/corr/abs-2012-12764
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Jan Martijn E. M. van der Werf, Artem Polyvyanyy, Bart R. van Wensveen, Matthieu J. S. Brinkhuis, Hajo A. Reijers:
All That Glitters Is Not Gold: Towards Process Discovery Techniques with Guarantees. CoRR abs/2012.12764 (2020)

2010 – 2019

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2019
[c2]
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Pim De Jong, Jan Martijn E. M. van der Werf, Marlies van Steenbergen, Floris Bex, Matthieu J. S. Brinkhuis:
Evaluating Design Rationale in Architecture. ICSA Companion 2019: 145-152
2018
[j1]
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  - journals/solarjla/BrinkhuisSHCMM18
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Matthieu J. S. Brinkhuis, Alexander O. Savi, Abe D. Hofman, Frederik Coomans, Han L. J. van der Maas, Gunter K. J. Maris:
Learning As It Happens: A Decade of Analyzing and Shaping a Large-Scale Online Learning System. J. Learn. Anal. 5(2) (2018)
[c1]
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  - conf/ectel/SosnovskyMVBH18
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Sergey A. Sosnovsky, Laurens Müter, Marc Valkenier, Matthieu J. S. Brinkhuis, Abe D. Hofman:
Detection of Student Modelling Anomalies. EC-TEL 2018: 531-536
[i1]
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  - journals/corr/abs-1806-07470
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Jasper van der Waa, Marcel Robeer, Jurriaan van Diggelen, Matthieu J. S. Brinkhuis, Mark A. Neerincx:
Contrastive Explanations with Local Foil Trees. CoRR abs/1806.07470 (2018)

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