Modeling Students' Performances in Physics Assessment Tasks Using Epistemic Network Analysis.
Hamideh TalafianHosun KangPublished in: ICQE (2022)
Keyphrases
- network analysis
- social network analysis
- text mining
- assessment process
- complex networks
- student modeling
- assessment tool
- collaborative learning
- information networks
- community detection
- learning experience
- link prediction
- network structure
- student learning
- learning outcomes
- higher education
- learning activities
- automatic assessment
- conceptual change
- programming course
- high school
- science classroom
- intelligent tutoring systems
- learning environment
- artificial intelligence
- graph clustering
- physical processes
- student knowledge
- peer assessment
- graph theory
- high school students
- computer programming
- science education
- protein protein interactions
- computer science
- e learning
- centrality measures
- machine learning
- community structure
- terrorist networks
- learning process
- reinforcement learning
- social networks
- socio cognitive