Detecting Teacher Expertise in an Immersive VR Classroom: Leveraging Fused Sensor Data with Explainable Machine Learning Models.
Hong GaoEfe BozkirPhilipp StarkPatricia GoldbergGerrit MeixnerEnkelejda KasneciRichard GöllnerPublished in: ISMAR (2023)
Keyphrases
- sensor data
- machine learning models
- virtual reality
- virtual environment
- professional development
- virtual world
- learning environment
- machine learning algorithms
- spam filtering
- sensor networks
- multiple sensors
- data streams
- data fusion
- learning process
- machine learning approaches
- health monitoring
- human activities
- sensor measurements
- teacher education
- virtual space
- virtual reality environments
- teacher student
- school teachers
- learning activities
- collaborative learning
- expert systems
- smart environments
- learning opportunities
- raw sensor data
- data sets
- sensor readings
- learning models
- machine learning methods
- learning experience
- earth observation
- wireless sensor networks
- sensor data streams
- machine learning
- data mining