Title :
Web Robot Detection Based on Hidden Markov Model
Author :
Lu, Wei-Zhou ; Yu, Shun-zheng
Author_Institution :
Dept. of Electron. & Commun. Eng., Sun Yat-Sen Univ., Guangzhou
Abstract :
In this paper, we present a Web robot detection approach based on hidden Markov model (HMM). We use an HMM to describe robot access pattern and then detect robot based on the access model. We also test our idea with real data
Keywords :
Internet; hidden Markov models; hypermedia; information retrieval; HMM; Web robot detection; access model; hidden Markov model; Electronic mail; Guidelines; Hidden Markov models; Humans; Information retrieval; Network servers; Robotics and automation; Robots; Sun; Web server;
Conference_Titel :
Communications, Circuits and Systems Proceedings, 2006 International Conference on
Conference_Location :
Guilin
Print_ISBN :
0-7803-9584-0
Electronic_ISBN :
0-7803-9585-9
DOI :
10.1109/ICCCAS.2006.285024
