Educational Data Mining and Learning Analytics
▪ Data-driven approaches to education
▪ Learning analytics and visualization
▪ Educational data mining and machine learning
▪ Big data in education
▪ Personalized learning
▪ Educational decision making
▪ Assessment and evaluation in e-learning
▪ Digital Education Platform
▪ Data preprocessing
▪ Data Mining and Evaluation
▪ Text mining
▪ Recommendation algorithm
▪ Data visualization
▪ Recommendation system
▪ Database management
▪ Data encryption
STEM Education and Computational Thinking
▪ STEM education and pedagogy
▪ Computational thinking and coding education
▪ Robotics and automation in STEM education
▪ Computational modeling and simulation in education
▪ Educational applications of Internet of Things
▪ Digital fabrication and maker education
▪ E-learning platforms and tools
▪ Computer-supported collaborative learning
▪ Mobile and ubiquitous learning
▪ Game-based learning
▪ Virtual and augmented reality in education
▪ Adaptive learning systems
▪ Educational robotics and automation
▪ Emerging technologies in education
Emerging Technologies In Education
· Web-based Learning
· Social Media Analysis and Educational Applications
· Technology-Enhanced Learning
· Flipped Classroom
· Impact of Web Technologies on Education
· Web Classroom Applications
· BYOD (Bring your own device) and 1:1 Learning
· Mobile and Tablet Technologies
· Virtual Reality and 3D Applications
· ICT skills and Digital literacy
· ICT for Development
· Intelligent Systems and UX for Education
· Open Educational Resources
· Open Access Education
· Knowledge Management
· Digital Libraries and Repositories
· E-Portfolios