How Noisy is Too Noisy? The Impact of Data Noise on Multimodal Recognition of Confusion and Conflict During Collaborative Learning.
Yingbo MaMehmet CelepkoluKristy Elizabeth BoyerCollin F. LynchEric N. WiebeMaya IsraelPublished in: ICMI (2023)
Keyphrases
- noisy data
- missing data
- collaborative learning
- data sets
- data analysis
- erroneous data
- data collection
- statistical analysis
- data processing
- data sources
- data structure
- input data
- original data
- feature extraction
- incomplete data
- data quality
- training data
- multi modal
- probability distribution
- raw data
- spatial data
- recognition accuracy
- pattern recognition
- recognition algorithm
- association rules
- noise free
- low signal to noise ratio
- noisy observations