원문정보
보안공학연구지원센터(IJGDC)
International Journal of Grid and Distributed Computing
Vol.9 No.12
2016.12
pp.23-34
피인용수 : 0건 (자료제공 : 네이버학술정보)
초록
영어
In order to predict network users’ access behavior accurately, this paper proposes a new prediction model based on Web access behavior. To improve prediction performance and reduce the state-space complexity, the model uses hybrid-order Markov chain structure and stores the sequences which share the same prefix. The problems that lower-order models have poor prediction performance and higher-order models result in high state-space complexity are solved in this paper. Simulation results have shown that the prediction model based on Web access behavior can improve the precision and recall to some extent.
목차
Abstract
1. Introduction
2. NPM Model
3. Simulations and Results Analysis
3.1 Performance Parameters
3.2 Results and Analysis
4. Summary
References
1. Introduction
2. NPM Model
3. Simulations and Results Analysis
3.1 Performance Parameters
3.2 Results and Analysis
4. Summary
References
저자정보
참고문헌
자료제공 : 네이버학술정보