Using Cognitive Principles to Guide Classification in Information Systems Modeling.
Jeffrey ParsonsYair WandPublished in: MIS Q. (2008)
Keyphrases
- information systems
- classification algorithm
- classification method
- image classification
- automatic classification
- support vector
- text classification
- classification accuracy
- pattern recognition
- classification scheme
- machine learning methods
- information technology
- artificial intelligence
- decision rules
- class labels
- benchmark datasets
- statistical modeling
- cognitive models
- supervised learning
- software engineering
- feature vectors
- preprocessing
- feature extraction
- data mining
- cost sensitive
- neural network
- cognitive modeling
- cognitive architecture
- classification systems
- machine learning
- decision trees
- classification models
- information processing
- multi class
- machine learning algorithms