Prediction of Students' Grade by Combining Educational Knowledge Graph and Collaborative Filtering.
Yiwen ZhangVladimir Y. MarianoRex Perez BringulaPublished in: IEEE Access (2024)
Keyphrases
- collaborative filtering
- e learning
- distance education
- conceptual understanding
- learning goals
- effective learning
- educational content
- educational software
- prediction accuracy
- learning environment
- subject matter
- educational environment
- educational institutions
- educational systems
- classroom teaching
- high school students
- young students
- web based learning
- learning styles
- distance learning
- learning analytics
- student learning
- learning community
- learning experience
- knowledge sharing
- high school
- formal education
- role play
- collaborative learning
- concept maps
- learning sciences
- higher education
- learning outcomes
- educational games
- educational resources
- game based learning
- blended learning
- instructional technology
- special education
- skill development
- educational experiences
- educational material
- recommender systems
- facilitate learning
- learning activities
- serious games
- intelligent tutoring systems
- educational settings
- college students
- elementary school
- knowledge level