Research on Education Big Data for Students Academic Performance Analysis based on Machine Learning.
Chun WangJiexiao ChenZiyang XieJianke ZouPublished in: CoRR (2024)
Keyphrases
- big data
- machine learning
- special education
- information literacy
- post secondary
- data science
- higher education
- computer science education
- university level
- distance learning
- design studio
- data analysis
- educational data mining
- e learning
- faculty members
- distance education
- computer engineering
- young students
- education programs
- data management
- knowledge discovery
- mobile learning
- secondary school
- hong kong
- undergraduate engineering
- big data analytics
- cloud computing
- data processing
- learning experience
- social computing
- vast amounts of data
- social media
- learning environment
- learning analytics
- computer science
- business intelligence
- educational institutions
- educational technology
- elementary school
- data mining
- online learning
- unstructured data
- data warehousing
- lifelong learning
- learning process
- blended learning
- learning technologies
- learning activities
- teacher education
- text mining
- teaching methods
- predictive modeling
- statistical learning
- database
- database management systems
- information extraction
- information systems