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.

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Multimodal Data Tree by Mind Map: Multimodal Data Tree

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