Scientific processing method for course evaluation data in universities.
Dongmei AiXiaojun NingBo YangJianing LiPublished in: CCIS (2011)
Keyphrases
- synthetic data
- data sets
- statistical methods
- data processing
- correlation analysis
- test data
- prior knowledge
- data collection
- data analysis
- evaluation method
- noisy data
- clustering method
- training samples
- computational complexity
- prior information
- high precision
- input data
- high dimensional data
- preprocessing
- original data
- support vector machine
- detection method
- pairwise
- database
- cost function
- gold standard
- higher education
- missing data
- statistical analysis
- significant improvement
- classification accuracy
- knowledge discovery
- dynamic programming
- objective function
- user input
- data sources
- probabilistic model
- data points
- learning algorithm
- data acquisition
- high accuracy
- e learning
- training data
- segmentation method
- similarity measure