Publication Date
| In 2025 | 0 |
| Since 2024 | 0 |
| Since 2021 (last 5 years) | 0 |
| Since 2016 (last 10 years) | 1 |
| Since 2006 (last 20 years) | 1 |
Descriptor
| Artificial Intelligence | 1 |
| Case Studies | 1 |
| Comparative Analysis | 1 |
| Intelligent Tutoring Systems | 1 |
| Knowledge Representation | 1 |
| Learning Analytics | 1 |
| Man Machine Systems | 1 |
| Models | 1 |
| Prediction | 1 |
| Student Behavior | 1 |
Source
| Interactive Learning… | 1 |
Author
| Baker, Ryan S. | 1 |
| Paquette, Luc | 1 |
Publication Type
| Journal Articles | 1 |
| Reports - Descriptive | 1 |
Education Level
Audience
Location
Laws, Policies, & Programs
Assessments and Surveys
What Works Clearinghouse Rating
Peer reviewed
Direct linkPaquette, Luc; Baker, Ryan S. – Interactive Learning Environments, 2019
Learning analytics research has used both knowledge engineering and machine learning methods to model student behaviors within the context of digital learning environments. In this paper, we compare these two approaches, as well as a hybrid approach combining the two types of methods. We illustrate the strengths of each approach in the context of…
Descriptors: Comparative Analysis, Student Behavior, Models, Case Studies
