A Recommendation on How to Teach K-Means in Introductory Analytics Courses.
Manoj ThulasidasPublished in: TALE (2022)
Keyphrases
- k means
- programming course
- introductory computer science
- computer science
- computer programming
- learning analytics
- computer science curriculum
- recommender systems
- collaborative filtering
- distance education
- clustering algorithm
- recommendation systems
- higher education
- business intelligence
- self organizing maps
- cluster analysis
- user preferences
- data clustering
- clustering method
- data management
- e learning
- computer skills
- data mining
- spectral clustering
- computer engineering
- learning objects
- personalized recommendation
- predictive modeling
- online course
- social media
- undergraduate and graduate
- big data
- document clustering
- expectation maximization
- fuzzy k means
- cloud computing
- case study
- image segmentation
- fuzzy c means
- learning management systems
- unsupervised clustering
- visual analytics
- clustering approaches
- tag recommendation
- cluster centers
- college level
- data analysis
- website
- data mining techniques