Behavior Model Construction for Client Side of Modern Web Applications

作     者：Weiwei Wang Junxia Guo Zheng Li Ruilian Zhao Weiwei Wang;Junxia Guo;Zheng Li;Ruilian Zhao

作者机构：the College of Information Science and TechnologyBeijing University of Chemical TechnologyBeijing 100029China 

出 版 物：《Tsinghua Science and Technology》 (清华大学学报（自然科学版（英文版）)

年 卷 期：2021年第26卷第1期

页      面：112-134页

核心收录：

学科分类：08[工学] 0804[工学-仪器科学与技术] 080402[工学-测试计量技术及仪器] 

基　　金：supported by the National Natural Science Foundation of China(Nos.61672085 61702029 and 61872026)。 

主　　题：web applications client-side behavior model user behavior trace 

摘      要：Most of the behavior models with respect to Web applications focus on sequencing of events,without regard for the changes of parameters or elements and the relationship between trigger conditions of events and Web pages.As a result,these models are not sufficient to effectively represent the dynamic behavior of the Web2.0 application.Therefore,in this paper,to appropriately describe the dynamic behavior of the client side of Web applications,we define a novel Client-side Behavior Model(CBM)for Web applications and present a user behavior trace-based modeling method to automatically generate and optimize CBMs.To verify the effectiveness of our method,we conduct a series of experiments on six Web applications according to three types of user behavior traces.The experimental results show that our modeling method can construct CBMs automatically and effectively,and the CBMs built are more precise to represent the dynamic behavior of Web applications.