Student assessment in cybersecurity training automated by pattern mining and clustering.
Valdemar SvábenskýJan VykopalPavel CeledaKristián TkácikDaniel PopovicPublished in: Educ. Inf. Technol. (2022)
Keyphrases
- pattern mining
- mining algorithm
- frequent pattern mining
- data mining
- clustering algorithm
- pattern discovery
- interesting patterns
- sequential pattern mining
- frequent patterns
- graph mining
- sequential patterns
- data mining techniques
- pattern growth
- learning styles
- clustering method
- student learning
- itemsets
- peer assessment
- k means
- frequent itemset mining
- subgroup discovery
- databases
- student knowledge
- frequent subgraph mining
- discovering frequent
- data mining tasks
- unsupervised learning
- supervised learning
- learning environment
- data sets
- graph theoretic
- data model
- frequent subgraphs
- machine learning
- domain driven
- database