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A new Markov model for Web access prediction
- Source :
- Computing in Science & Engineering. 4:34-39
- Publication Year :
- 2002
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2002.
-
Abstract
- Accurately predicting Web user access behavior can minimize user-perceived latency, which is crucial in the rapidly growing World Wide Web. Although traditional Markov models have helped predict user access behavior, they have serious limitations. Hybrid-order treelike Markov models predict Web access precisely while providing high coverage and scalability.
- Subjects :
- Web analytics
Web-based simulation
Web server
medicine.medical_specialty
General Computer Science
Computer science
Markov process
computer.software_genre
Markov model
Machine learning
symbols.namesake
medicine
Web navigation
Data Web
business.industry
General Engineering
Web mining
symbols
The Internet
Artificial intelligence
Data mining
Web service
Web intelligence
business
computer
Web modeling
Subjects
Details
- ISSN :
- 15219615
- Volume :
- 4
- Database :
- OpenAIRE
- Journal :
- Computing in Science & Engineering
- Accession number :
- edsair.doi...........03242cda798eddb733b2828b829370c5
- Full Text :
- https://doi.org/10.1109/mcise.2002.1046594