Generating Dynamic Higher-Order Markov Models in Web Usage Mining.
José Luis Cabral de Moura BorgesMark LevenePublished in: PKDD (2005)
Keyphrases
- markov models
- higher order
- web usage mining
- low order
- web mining
- website
- markov model
- web data
- maximum entropy
- web logs
- markov random field
- transition probabilities
- log files
- web server
- conditional random fields
- hidden markov models
- user behavior
- pairwise
- web access logs
- web users
- data mining techniques
- markov chain
- graphical models
- machine learning
- business applications
- web documents