Matthieu J. S. Brinkhuis

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Systematic Review

Textual Entailment Recognition

Item Response Theory

Top Venues

J. Learn. Anal.

Frontiers Res. Metrics Anal.

Publications

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)
Max van Haastrecht, Marcel Haas, Matthieu J. S. Brinkhuis, Marco Spruit
Understanding validity criteria in technology-enhanced learning: A systematic literature review. Comput. Educ. 220 (2024)
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 (2023)
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) (2023)
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) (2023)
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)
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) (2022)
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 (2021)
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)
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)
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)
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)