Mining: Students Comments about Teacher Performance Assessment using Machine Learning Algorithms.
Guadalupe GutiérrezJuana Canul-ReichAlberto Ochoa-ZezzattiLourdes MargainJulio PoncePublished in: Int. J. Comb. Optim. Probl. Informatics (2018)
Keyphrases
- machine learning algorithms
- learning process
- benchmark data sets
- learning algorithm
- machine learning
- classroom setting
- pre service
- teaching materials
- decision trees
- subject matter
- elementary school students
- classroom teaching
- learning problems
- student learning
- learning environment
- teaching methods
- predictive accuracy
- learning experience
- learning tasks
- distance learning
- machine learning methods
- science classroom
- teacher student
- teacher education
- data mining
- student centered
- college students
- standard machine learning algorithms
- student groups
- text mining
- learning activities
- machine learning models
- peer assessment
- e learning
- professional development
- school teachers
- distance education
- high school
- learning opportunities
- random forests
- knowledge discovery
- higher education
- teaching practices
- machine learning systems
- learning models
- machine learning approaches
- learning outcomes
- elementary school
- collaborative learning
- science education
- likert scale
- middle school
- sequential patterns
- teacher training
- association rule mining
- input features
- high school students
- data mining techniques