Marek J Druzdzel
Biographic Data
| ID | 9978325 |
|---|---|
| NAME | Marek J Druzdzel |
| GIVEN NAMES | Marek J |
| FAMILY NAME | Druzdzel |
| SIGNATURE | DRUZDZEL M J |
| AFFILIATIONS | Bialystok University of Technology |
| ORCID | 0000-0002-7598-2286 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Memory-Based Dynamic Bayesian Networks for Learner Modeling
Artificial intelligence (AI) has demonstrated significant potential in addressing educational challenges in digital learning. Despite this potential, there are still concerns about the interpretability and trustworthiness of AI methods. Dynamic Bayesian networks (DBNs) not only provide interpretability and the ability to integrate data-driven insights with expert judgment for enhanced trustworthiness but also effectively process temporal dynamics…
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Memory-Based Dynamic Bayesian Networks for Learner Modeling
Artificial intelligence (AI) has demonstrated significant potential in addressing educational challenges in digital learning. Despite this potential, there are still concerns about the interpretability and trustworthiness of AI methods. Dynamic Bayesian networks (DBNs) not only provide interpretability and the ability to integrate data-driven insights with expert judgment for enhanced trustworthiness but also effectively process temporal dynamics…
Artificial Intelligence (1 work) · Bayesian network (1 work) · Computer Science (1 work) · Deep learning (1 work) · Dynamic Bayesian network (1 work) · Explainable Artificial Intelligence (XAI (1 work) · Generalizability theory (1 work) · Intelligent Tutoring Systems and Adaptive Learning (1 work) · Interpretability (1 work) · Machine learning (1 work)