An Approach of Improving Students Academic Performance by using k means clustering algorithm and Decision tree
Md. Hedayetul Islam ShovonMahfuza HaquePublished in: CoRR (2012)
Keyphrases
- decision trees
- information literacy
- student learning
- intelligent tutoring systems
- higher education
- computer science education
- learning environment
- high school
- learning experience
- faculty members
- special education
- learning activities
- learning process
- computer engineering
- collaborative learning
- learning outcomes
- machine learning algorithms
- distance education
- online environment
- computer supported collaborative learning
- electrical engineering
- high school students
- university students
- distance learning
- logistic regression
- tutoring system
- undergraduate students
- state university
- national science foundation
- learning styles
- naive bayes
- machine learning
- college students
- e learning
- semi structured interviews
- education programs
- learning analytics
- grounded theory
- control group
- graduate students
- online course
- educational environment
- classification models
- decision tree induction
- learning tools
- mobile learning
- computer assisted instruction
- programming course
- mobile devices
- problem based learning