Identifying At-Risk K-12 Students in Multimodal Online Environments: A Machine Learning Approach.
Hang LiWenbiao DingSongfan YangZitao LiuPublished in: CoRR (2020)
Keyphrases
- online learning environments
- online environment
- online learning
- learning environment
- learning experience
- student learning
- online collaborative
- online course
- distance education
- computer mediated
- discussion board
- online education
- e learning
- college students
- cross cultural
- tutoring system
- undergraduate students
- learning styles
- collaborative learning
- higher education
- distance learning
- group discussion
- multi modal
- information literacy
- online learning environment
- online collaborative learning
- focus group
- blended learning
- high school students
- online resources
- discussion forums
- learning activities
- open ended questions
- communication tools
- instant messaging
- discourse analysis
- classroom instruction
- information communication technology
- asynchronous online discussions
- knowledge construction
- programming course
- open ended
- high school
- computer supported collaborative learning
- intelligent tutoring systems
- content analysis
- concept maps
- powerpoint slides
- risk management
- motivational factors
- control group
- mobile devices
- learning process
- web based courses
- science education
- computer programming
- elementary school