期刊名称：International Journal of Computer Science and Network
印刷版ISSN：2277-5420
出版年度：2018
卷号：7
期号：4
页码：272-278
出版社：IJCSN publisher
摘要：Web robots are applications which recursively and automatically overview the content of website documents. Some robots
are considered to be malicious. Hence, identifying web robots is a classification challenge. In this research we mainly present a hybrid
particle swarm optimization method and fuzzy system aiming at increasing efficiency over Web robot detection and simulation by
MATLAB software. Evaluation criteria are considered: Specificity, Accuracy, F- Measure, Recall and Precision. Results of the study for
the proposed method are respectively: 99.81, 96.92, 96.10, 91.39 and 99.58. The yields for proposed basic fuzzy system and fuzzy
network algorithm and ANFIS neural fuzzy network algorithm indicate the priority of the proposed method other than algorithms being
compared.
