Personalized recommendation of learning material using sequential pattern mining and attribute based collaborative filtering.
Mojtaba SalehiIsa Nakhai KamalabadiMohammad Bagher Ghaznavi GhoushchiPublished in: Educ. Inf. Technol. (2014)
Keyphrases
- personalized recommendation
- sequential pattern mining
- learning materials
- collaborative filtering
- sequential patterns
- multi dimensional
- recommender systems
- learning systems
- learning styles
- pattern mining
- e learning
- learning objects
- collaborative filtering recommendation
- user interests
- mining algorithm
- learning resources
- user preferences
- recommendation systems
- interesting patterns
- web logs
- collaborative recommendation
- web users
- user feedback
- recommendation algorithms
- cold start problem
- frequent patterns
- user interaction
- user profiles
- knowledge discovery
- data mining