Multimodal Data Tree
This tree is OPEN for contributions. It was compiled in the paper Di Mitri, D., Drachsler, H., & Specht, M. (2017). From signals to knowledge. A conceptual model for multimodal learning analytics. Journal of Computer Assisted Learning, In press.
1. Behaviour
1.1. Motoric
1.1.1. Body
1.1.1.1. Legs
1.1.1.1.1. Movements
1.1.1.2. Torso
1.1.1.2.1. Movements
1.1.1.3. Arms
1.1.1.3.1. EMG
1.1.1.4. Hands
1.1.1.4.1. Strokes
1.1.2. Head
1.1.2.1. Mouth
1.1.2.1.1. Voice
1.1.2.1.2. Prosody
1.1.2.2. Face
1.1.2.2.1. Traits
1.1.2.3. Eyes
1.1.2.3.1. EOG
1.2. Physiologcial
1.2.1. Heart
1.2.1.1. ECG/PPG
1.2.1.1.1. Heart Rate
1.2.1.1.2. Heart Rate Variability
1.2.2. Brain
1.2.2.1. EEG
1.2.2.1.1. Focus
1.2.2.1.2. Attention
1.2.3. Skin
1.2.3.1. GSR/EDA
1.2.3.1.1. Sweat
1.2.3.1.2. Temperature
1.2.4. Respiration
2. Context
2.1. Situtational
2.1.1. Activity
2.1.2. Day
2.1.3. Hour
2.1.4. Month
2.2. Environmental
2.2.1. Weather
2.2.2. Location
2.2.3. Noise
2.2.4. Clutter
2.2.5. Architecture
2.2.6. Pollution
2.2.7. Season
2.2.8. Light