Determining students' academic failure profile founded on data mining methods.
Vasile Paul BresfeleanMihaela BresfeleanNicolae GhisoiuCalin-Adrian ComesPublished in: ITI (2008)
Keyphrases
- data mining methods
- data mining
- information literacy
- learning experience
- data mining techniques
- learning activities
- learning environment
- distance learning
- computer engineering
- student learning
- decision trees
- data mining applications
- higher education
- e learning
- data mining algorithms
- online environment
- computer science education
- distance education
- special education
- predictive modeling
- biomedical data
- intelligent tutoring systems
- learning styles
- learning process
- collaborative learning
- national science foundation
- online course
- machine learning approaches
- post secondary
- undergraduate engineering
- neural network
- data mining and machine learning
- programming course
- tutoring system
- design studio
- data mining systems
- learning outcomes
- faculty members
- education programs
- customer segmentation
- knowledge discovery
- data structure
- preprocessing
- xml documents
- data model
- learning objects
- high school
- learning analytics
- data mining tools