doc. Mgr. Radek Pelánek, Ph.D.
Associate professor, Department of Machine Learning and Data Processing
Office: S206
Botanická 554/68a
602 00 Brno
Phone: | +420 549 49 6991 |
---|---|
E‑mail: |
social and academic networks: |
---|
Total number of publications: 99
2022
-
Towards Design-Loop Adaptivity: Identifying Items for Revision
Journal of Educational Data Mining, year: 2022, volume: 14, edition: 3, DOI
2021
-
Analyzing and Visualizing Learning Data: A System Designer's Perspective
Journal of Learning Analytics, year: 2021, volume: 8, edition: 2, DOI
-
Better Model, Worse Predictions: The Dangers in Student Model Comparisons
International Conference on Artificial Intelligence in Education, year: 2021
-
Experimental Evaluation of Similarity Measures for Educational Items
Proceedings of the 14th International Conference on Educational Data Mining, year: 2021
-
Interpretable Clustering of Students’ Solutions in Introductory Programming
Artificial Intelligence in Education. AIED 2021. Lecture Notes in Computer Science, vol 12748, year: 2021
-
Validity and Reliability of Student Models for Problem-Solving Activities
Proceedings of the 11th International Conference on Learning Analytics and Knowledge, year: 2021
-
Visualization of Student-Item Interaction Matrix
Visualizations and Dashboards for Learning Analytics, year: 2021, number of pages: 18 s.
2020
-
A Classification Framework for Practice Exercises in Adaptive Learning Systems
IEEE Transactions on Learning Technologies, year: 2020, volume: 13, edition: 4, DOI
-
Beyond binary correctness: Classification of students’ answers in learning systems
User Modeling and User-Adapted Interaction, year: 2020, volume: 30, edition: 5, DOI
-
Exploration of the Robustness and Generalizability of the Additive Factors Model
Proceedings of the 10th International Conference on Learning Analytics and Knowledge, year: 2020