Applying Sentiment Analysis and Machine Learning Algorithms on Students' Reflections to Identify an Effective Teaching Strategy as a Factor of Learning Successes.
Pornpat SirithumgulPimpaka PrasertsilpPublished in: ACIS (2022)
Keyphrases
- machine learning algorithms
- learning algorithm
- learning process
- sentiment analysis
- learning problems
- effective learning
- learning tasks
- learning systems
- university level
- students learning
- computer programming
- benchmark data sets
- machine learning
- online learning
- elementary school
- blended learning
- middle school students
- secondary school
- teaching materials
- machine learning methods
- learning environment
- learning models
- teacher education
- teaching methods
- classroom teaching
- helping students
- e learning
- reinforcement learning
- machine learning systems
- decision trees
- higher education
- learning experience
- distance learning
- opinion mining
- student learning
- statistical machine learning
- student participation
- supervised learning
- natural language processing
- text mining
- learning styles
- active learning
- data mining
- text classification