Toward automatic generation of novice user test scripts
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TL;DR
This paper considers a subset of GUI-based application testing: how to exercise an application like a novice user, and discusses different solutions and a specific implementation that uses genetic algorithms to automatically generate user events in an unpredictable yet controlled manner to produce novice-like test scripts.
Abstract
Graphical user interfaces (GUI's) make applications easier to learn and use. At the same time, they make application design, construction, and especially test more difficult because user-directed dialogs increase the number of potential execution paths. This paper considers a subset of GUI-based application testing: how to exercise an application like a novice user. We discuss different solutions and a specific implementation that uses genetic algorithms to automatically generate user events in an unpredictable yet controlled manner to produce novice-like test scripts.
