Visualizing Differences in Spreadsheet Formulas Written by Information Literacy Learners Using Levenshtein Distance and Kernel PCA.
Toshihiro KitaKahori OgashiwaNoriko AsamotoPublished in: IIAI-AAI (2023)
Keyphrases
- kernel pca
- information literacy
- levenshtein distance
- lifelong learning
- edit distance
- visual analysis
- principal component analysis
- hong kong
- kernel methods
- dimensionality reduction
- statistically significant
- learning processes
- feature space
- kernel matrix
- e learning
- spectral clustering
- reading comprehension
- similarity measure
- learning environment
- kernel function
- input space
- learning process
- face recognition
- feature extraction
- higher education
- learning outcomes
- information visualization
- learning activities
- learning strategies
- support vector machine
- collaborative learning
- online course
- learning community
- professional development
- graph matching
- pairwise
- learning experience
- support vector
- high dimensional
- clustering method
- learning styles
- multiple choice
- information and communication technologies
- mobile devices