Can machine learning solve the challenge of adaptive learning and the individualization of learning paths? A field experiment in an online learning platform.
Tim KlausmannMarius KöppelDaniel SchunkIsabell ZipperlePublished in: CoRR (2024)
Keyphrases
- adaptive learning
- learning platform
- machine learning
- online learning
- learning algorithm
- learning environment
- learning activities
- learning problems
- active learning
- learning tasks
- learning systems
- learning games
- students learning
- reinforcement learning
- knowledge acquisition
- learning materials
- general purpose
- supervised learning
- learning content
- multimedia
- wordnet
- learning scenarios
- student model
- domain knowledge
- robot control
- e learning