Grouped ECOC Conditional Random Fields for Prediction of Web User Behavior.
Yong Zhen GuoKotagiri RamamohanaraoLaurence Anthony F. ParkPublished in: PAKDD (2009)
Keyphrases
- user behavior
- conditional random fields
- web page prediction
- error correcting output coding
- prediction accuracy
- log analysis
- user activities
- user browsing
- web browsing
- user interaction
- browsing behavior
- multi class
- graphical models
- user sessions
- web pages
- markov random field
- information extraction
- website
- individual user
- probabilistic model
- higher order
- named entity recognition
- multiclass classification
- user preferences
- crf model
- sequence labeling
- web usage mining
- hidden markov models
- generative model
- pairwise
- web documents
- web data
- error correcting output codes
- click logs
- user behavior patterns
- web content
- structured prediction
- multi class classification
- click models
- prior knowledge
- web mining
- similarity measure