Topic modeling for evaluating students' reflective writing: a case study of pre-service teachers' journals.
Ye ChenBei YuXuewei ZhangYihan YuPublished in: LAK (2016)
Keyphrases
- pre service teachers
- topic modeling
- teacher education
- foreign language
- topic models
- problem based learning
- latent dirichlet allocation
- text mining
- text classification
- learning sciences
- case study
- text documents
- computer assisted
- collaborative filtering
- peer assessment
- discussion board
- real world
- information retrieval
- group discussion
- learning tools
- high school students
- science teachers
- online course
- computer technology
- student learning
- learning styles
- generative model
- collaborative learning
- data analysis
- learning environment
- e learning
- machine learning