What is needed to build a personalized recommender system for K-12 students' E-Learning? Recommendations for future systems and a conceptual framework.
Tasnim M. A. ZayetMaizatul Akmar IsmailSara H. S. AlmadiJamallah Mohammed Hussein ZawiaAzmawaty Mohamad NorPublished in: Educ. Inf. Technol. (2023)
Keyphrases
- e learning
- conceptual framework
- recommender systems
- learning experience
- learning environment
- higher education
- distance learning
- distance education
- theoretical framework
- student learning
- collaborative filtering
- personalized recommendation
- user preferences
- learning process
- instructional strategies
- learning activities
- recommendation systems
- online learning
- reflective learning
- learning materials
- information filtering
- learning content
- engineering education
- life long learning
- user model
- learning resources
- learning outcomes
- user profiles
- context aware
- object oriented
- learning management systems
- mobile learning
- learning objects
- effective learning
- learner model
- product recommendation
- personalized learning
- classroom teaching
- agent negotiation
- high level