Exploring the impact of classification probabilities on users' trust in ambiguous instances.
Dalai dos Santos RibeiroGabriel Diniz Junqueira BarbosaMarisa Do Carmo SilvaHélio LopesSimone Diniz Junqueira BarbosaPublished in: VL/HCC (2021)
Keyphrases
- decision trees
- machine learning
- pattern classification
- classification method
- pattern recognition
- class conditional
- support vector machine
- training set
- text classification
- classification accuracy
- belief networks
- trust model
- probability distribution
- end users
- feature vectors
- instance selection
- website
- trust propagation
- classification scheme
- class imbalance
- class distribution
- user satisfaction
- user experience
- user profiles
- support vector machine svm
- information sources
- feature space
- bayesian networks
- feature extraction