Authenticating Users of Recommender Systems Using Naive Bayes.
Zhengang WuLiangwen YuHuiping SunZhi GuanZhong ChenPublished in: WISE (1) (2013)
Keyphrases
- naive bayes
- recommender systems
- decision trees
- collaborative filtering
- text classification
- classification accuracy
- naive bayes classifier
- logistic regression
- text categorization
- uci datasets
- user profiles
- bayesian networks
- training data
- probability estimation
- bayesian classifier
- cost sensitive
- classification algorithm
- naive bayesian classifier
- text classifiers
- uci data sets
- averaged one dependence estimators
- independence assumption
- augmented naive bayes
- test instances
- base classifiers
- conditional independence assumption
- bayesian network classifiers
- feature selection
- attribute dependencies
- boosted decision trees
- machine learning
- bayesian classifiers
- benchmark data sets
- low variance
- probabilistic classifiers
- information retrieval