Understand Students Feedback Using Bi-Integrated CRF Model Based Target Extraction.
K. SangeethaD. PrabhaPublished in: Comput. Syst. Sci. Eng. (2022)
Keyphrases
- conditional random fields
- information extraction
- student learning
- learning environment
- assessment tool
- learning experience
- learning gains
- deeper understanding
- peer assessment
- undergraduate students
- creative problem solving
- distance learning
- higher education
- intelligent tutoring systems
- learning activities
- learning process
- high school students
- programming assignments
- learning outcomes
- positive feedback
- erroneous examples
- pairwise
- business intelligence
- collaborative learning
- formative assessment
- tutoring system
- programming course
- e learning
- university students
- learning styles
- college students
- mobile learning
- problem based learning
- distance education
- high school
- open ended
- student perceptions
- students learning
- graphical models
- helping students
- university level
- generative model
- introductory programming
- multiple choice questions
- online course
- randomly assigned
- computer supported collaborative learning
- relevance feedback
- markov random field
- computer programming