Software dependability evaluation based on Markov usage models
Performance Evaluation
Measuring and Modeling Usage and Reliability for Statistical Web Testing
IEEE Transactions on Software Engineering - Special section on the seventh international software metrics symposium
Operational Profiles in Software-Reliability Engineering
IEEE Software
Improving web application testing with user session data
Proceedings of the 25th International Conference on Software Engineering
Object-Based Data Flow Testing of Web Applications
APAQS '00 Proceedings of the The First Asia-Pacific Conference on Quality Software (APAQS'00)
Dynamic Model Extraction and Statistical Analysis of Web Applications
WSE '02 Proceedings of the Fourth International Workshop on Web Site Evolution (WSE'02)
APAQS '01 Proceedings of the Second Asia-Pacific Conference on Quality Software
A Hierarchical Strategy for Testing Web-Based Applications and Ensuring Their Reliability
COMPSAC '03 Proceedings of the 27th Annual International Conference on Computer Software and Applications
Testing the Suitability of Markov Chains as Web Usage Models
COMPSAC '03 Proceedings of the 27th Annual International Conference on Computer Software and Applications
Statistical testing of web applications
Journal of Software Maintenance and Evolution: Research and Practice - Special issue: Web site evolution
A Scalable Approach to User-Session based Testing of Web Applications through Concept Analysis
Proceedings of the 19th IEEE international conference on Automated software engineering
Leveraging User-Session Data to Support Web Application Testing
IEEE Transactions on Software Engineering
An exploration of statistical models for automated test case generation
WODA '05 Proceedings of the third international workshop on Dynamic analysis
Usage-based statistical testing of web applications
ICWE '06 Proceedings of the 6th international conference on Web engineering
Software Reliability Models: Assumptions, Limitations, and Applicability
IEEE Transactions on Software Engineering
Formal Aspects of Computing
Modelling methods for web application verification and testing: state of the art
Software Testing, Verification & Reliability
Auto-generating test sequences for web applications
ICWE'07 Proceedings of the 7th international conference on Web engineering
A Study of Usage-Based Navigation Models and Generated Abstract Test Cases for Web Applications
ICST '11 Proceedings of the 2011 Fourth IEEE International Conference on Software Testing, Verification and Validation
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In recent years, the increased complexity of Web applications gives researchers an enormous challenge in ensuring their reliability. A statistical testing approach has been proved to be appropriate to test Web applications and to estimate their reliability. Based on a Markov usage model built from user sessions, testers can generate abstract test cases randomly. In order to execute the test cases, researchers proposed an approach to building a data model from user sessions to provide test data for abstract test cases. However, just building a data model from all the user sessions may cause unauthorized access to restricted pages by testers. In this paper, we propose a concept analysis based approach to statistical Web testing and present a tool to support our approach. We have designed three algorithms to implement our concept analysis based approach that can provide the concrete test data for abstract test cases. In addition, a case study is introduced to demonstrate the effectiveness of our approach to statistical Web testing.