The Potential of Machine Learning and NLP for Handling Students' Feedback (A Short Survey).
Maryam EdalatiPublished in: CoRR (2020)
Keyphrases
- machine learning
- natural language processing
- information extraction
- learning environment
- natural language
- learning experience
- text mining
- creative problem solving
- student learning
- learning process
- assessment tool
- higher education
- likert scale
- peer assessment
- learning systems
- learning outcomes
- collaborative learning
- learning activities
- high school students
- active learning
- data mining
- undergraduate and graduate
- programming assignments
- learning styles
- wordnet
- question answering
- decision trees
- machine learning methods
- distance learning
- open ended questions
- artificial intelligence
- multiple choice questions
- erroneous examples
- computer science courses
- mobile learning
- university students
- computational linguistics
- text processing
- student perceptions
- online course
- learning analytics
- data collection
- survey data
- students completed
- computer science
- educational data mining
- teachable agent
- knowledge representation
- formative assessment
- learning gains
- machine learning algorithms
- quantitative data
- grade students
- elementary school
- computer programming
- teaching materials
- control group
- tutoring system
- high school
- statistically significant