Advanced prediction of learner's profile based on Felder-Silverman learning styles using web usage mining approach and fuzzy c-means algorithm.
Youssouf El AlliouiPublished in: Int. J. Comput. Aided Eng. Technol. (2019)
Keyphrases
- learning styles
- felder silverman
- web usage mining
- fuzzy c means algorithm
- learning materials
- website
- web mining
- learning process
- fuzzy clustering
- web access logs
- web data
- fuzzy c means
- web users
- learning preferences
- web logs
- user behavior
- log files
- web server
- business applications
- pattern discovery
- dissimilarity measure
- data mining techniques
- cognitive style
- social network analysis
- cluster centers
- knowledge acquisition
- active learning
- learning environment