Title:
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Applying Concept Analysis to User-session-based Testing of Web Applications
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Authors:
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Sreedevi Sampath, Sara Sprenkle, Emily Gibson, Lori Pollock, and Amie Souter Greenwald
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Description:
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Copyright 2007 IEEE.
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Abstract:
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The continuous use of the web for daily operations by businesses, consumers, and the government has created a great demand for reliable web applications. One promising approach to testing the functionality of web applications leverages user-session data collected by web servers. User-session-based testing automatically generates
test cases based on real user profiles. The key contribution of this paper is the application of concept analysis for clustering user sessions
and a set of heuristics for test case selection.
Existing incremental concept analysis algorithms are exploited to avoid collecting and maintaining large user-session data sets and thus to provide scalability. We have completely automated the process from user session collection and test suite reduction through test case replay. Our incremental test suite update algorithm coupled with our experimental study indicate that concept analysis provides a promising means for incrementally updating reduced test suites
in response to newly captured user sessions with little loss in fault detection capability and program coverage.
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Publisher:
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IEEE
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Journal:
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Transactions on Software Engineering
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Volume:
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33
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Issue Number:
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10
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Pages:
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643--658
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Date:
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October 2007
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Project:
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Web Application Testing
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Document Type:
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Article
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Key Words:
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web applications, testing, test suite reduction, empirical study, user-session-based testing, concept analysis
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Files:
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[article: Adobe PDF] (3057 KB)
[IEEE Copyright: Text] (0 KB)
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Bibtex Entry:
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| @article{123456789/183, |
| author = {Sreedevi Sampath and Sara Sprenkle and Emily Gibson and Lori Pollock and Amie Souter Greenwald}, |
| title = {Applying Concept Analysis to User-session-based Testing of Web Applications}, |
| journal = {Transactions on Software Engineering}, |
| volume = {33}, |
| number = {10}, |
| pages = {643--658}, |
| month = {October}, |
| year = {2007} |
| } |
|