Research on Cognitive Aspects of Classification: Effects on Metadata Practice and Standards.
Daniel W. GillmanJohn J. BosleyScott FrickerPublished in: IASSIST Conference (2012)
Keyphrases
- metadata
- classification accuracy
- classification models
- widely accepted
- pattern recognition
- decision trees
- classification scheme
- machine learning
- feature selection
- databases
- classification method
- classification algorithm
- preprocessing
- digital libraries
- support vector
- feature space
- automatic classification
- computational models
- pattern classification
- real world
- decision rules
- feature extraction
- machine learning algorithms
- training samples
- text classification
- learning objects
- individual differences
- training set
- cognitive processes
- data sets
- metadata standards
- topic maps
- computational model
- support vector machine svm
- feature set
- supervised learning
- neural network