Model-based approach for educational big data analysis of learners thinking with process data.
Tsukasa HirashimaAhmad Afif SupiantoYusuke HayashiPublished in: IWBIS (2017)
Keyphrases
- data analysis
- experimental data
- data collection
- input data
- big data
- statistical methods
- prior knowledge
- data processing
- conceptual model
- probabilistic model
- probability distribution
- knowledge discovery
- data sets
- data mining
- data sources
- learning activities
- high dimensional data
- process model
- training data
- learning algorithm
- database
- measured data
- data points
- data structure
- test data
- cognitive process