1. A new Markov model for Web access prediction
- Author
-
Xing Dongshan and Shen Jun-yi
- 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 - 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.
- Published
- 2002