计算机科学 ›› 2014, Vol. 41 ›› Issue (11): 25-30.doi: 10.11896/j.issn.1002-137X.2014.11.006
陈三川,吴国全,魏峻,黄涛
CHEN San-chuan,WU Guo-quan,WEI Jun and HUANG Tao
摘要： 提出了一种基于监控日志挖掘的移动应用用户访问模型自动构造方法,该方法包括监控代码注入和界面访问模型构造两部分。首先,提出了一种监控代码自动注入方法,即通过对移动应用代码的静态分析,自动地在相应位置插入监控代码以支持在运行时动态地监控用户的访问行为。其次,提出了一种基于状态机的移动应用用户访问模型构造方法。访问模型中状态机的节点和节点间跳转上的附加属性描述了UI界面之间的跳转行为和界面内控件的使用情况。对移动应用进行的实验表明,这种基于监控日志挖掘的移动应用用户访问模型自动构造方法能够成功地 自动注入 移动应用的监控代码,并能够有效获得移动应用用户界面访问行为。
| [1] 友盟统计分析平台.http://www.umeng.com/analytics [2] Flurry Analytics.http://www.flurry.com/flurry-analytics.html [3] Ravindranath L,Padhye J,Agarwal S,et al.AppInsight:Mobile App Performance Monitoring in the Wild[C]∥Proceedings of the 10th USENIX conference on Operating Systems Design and Implementation.Hollywood,USA,2012 [4] Enck W,PGilbert W,Chun B-G,et al.TaintDroid:An Information-Flow Tracking System for Realtime Privacy Monitoring on Smartphones[C]∥Proceedings of the 9th USENIX Conference on Operating Systems Design and Implementation.Vancouver,Canada,2010 [5] Yang Wei,Prasad M R,Xie Tao.A Grey-Box Approach for Automated GUI-Model Generation of Mobile Applications[C]∥Proceedings of the 16th International Conference on Fundamental Approaches to Software Engineering.Rome,Italy,2013 [6] Hao Shuai,Li Ding,Halfond W G J,et al.SIF:A Selective Instrumentation Framework for Mobile Applications[C]∥Proceeding of the 11th Annual International Conference on Mobile Systems,Applications,and Services.Taipei,Taiwan,2013 [7] Brooks P A,Memon A M.Automated GUI Testing Guided By Usage Profiles[C]∥Proceedings of the 22nd IEEE/ACM International Conference on Automated Software Engineering.Atlanta,USA,2007 [8] Zheng Cong,Zhu Shi-xiong,Dai Shuai-fu,et al.SmartDroid:an Automatic System for Revealing UI-based Trigger Conditions in Android Applications[C]∥Proceedings of 2nd Annual ACM CCS Workshop on Security and Privacy in Smartphones and Mobile Devices.Raleigh,USA,2012 [9] Menascé D A,Almeida V A F,Fonseca R,et al.A Methodology for Workload Characterization of E-commerce Sites[C]∥Proceedings of the First ACM Conference on Electronic Commerce.Denver,USA,1999 [10] Cook J E,Wolf A L.Discovering Models of Software Processes from Event-Based Data[J].ACM Transactions on Software Engineering and Methodology,1998,7(3):215-249 [11] Biermann A W,Feldman J A.On the Synthesis of Finite-State Machines from Samples of Their Behavior[J].IEEE Transactions on Computers,1972,21(6):592-597 [12] Gomez L,Neamtiu I,Azim T,et al.RERAN:timing- and touch-sensitive record and replay for Android[C]∥Proceedings of the 35th International Conference on Software Engineering.San Francisco,USA,2013 [13] Yang Li,Lin Zuo,Jun Wei,et al.Sequential Pattern-Based CacheReplacement in Servlet Container[C]∥Proceedings of the 7th international conference on Web engineering.Como,Italy,2007 [14] 黄翔,王伟,张文博,等.面向性能剖析的Web应用自动性能建模方法[J].软件学报,2012,23(4):786-801 [15] 张怡阳.基于依赖注入的移动终端应用开发[J].计算机应用,2009,29(6) |
| No related articles found! |
|
||
首页