Identifying At-Risk K-12 Students in Multimodal Online Environments: A Machine Learning Approach.
Hang LiWenbiao DingSongfan YangZitao LiuPublished in: EDM (2020)
Keyphrases
- online learning environments
- online environment
- online learning
- online learning communities
- student learning
- learning environment
- online learning environment
- learning outcomes
- cross cultural
- learning styles
- learning experience
- online collaborative
- information communication technology
- web based instruction
- online education
- multi modal
- higher education
- blended learning
- learning process
- online collaborative learning
- instant messaging
- distance education
- high school students
- intelligent tutoring systems
- information literacy
- communication tools
- helping students
- university students
- discussion forums
- undergraduate students
- college students
- collaborative learning
- computer mediated
- e learning
- online course
- distance learning
- focus group
- tutoring system
- open ended
- discussion board
- concept maps
- student perceptions
- online teaching
- programming course
- group discussion
- content analysis
- teacher education
- secondary school
- cooperative learning
- web based courses
- computer supported collaborative learning
- discourse analysis
- classroom instruction
- control group
- online resources