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Towards Human-Like ...
Towards Human-Like Automated Test Generation: Perspectives from Cognition and Problem Solving
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- Enoiu, Eduard Paul, PhD (författare)
- Mälardalens högskola,Inbyggda system
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- Feldt, Robert, 1972 (författare)
- Chalmers tekniska högskola,Chalmers University of Technology,Chalmers University of Technology, Gothenburg, Sweden
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(creator_code:org_t)
- Virtual and Madrid, Spain, 2021
- 2021
- Engelska.
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Ingår i: Proceedings - 2021 IEEE/ACM 13th International Workshop on Cooperative and Human Aspects of Software Engineering, CHASE 2021. - Virtual and Madrid, Spain. ; , s. 123-124
- Relaterad länk:
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https://doi.org/10.1...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- Automated testing tools typically create test cases that are different from what human testers create. This often makes the tools less effective, the created tests harder to understand, and thus results in tools providing less support to human testers. Here, we propose a framework based on cognitive science and, in particular, an analysis of approaches to problem solving, for identifying cognitive processes of testers. The framework helps map test design steps and criteria used in human test activities and thus to better understand how effective human testers perform their tasks. Ultimately, our goal is to be able to mimic how humans create test cases and thus to design more human-like automated test generation systems. We posit that such systems can better augment and support testers in a way that is meaningful to them.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Annan teknik -- Interaktionsteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Other Engineering and Technologies -- Interaction Technologies (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Systemvetenskap, informationssystem och informatik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Information Systems (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Människa-datorinteraktion (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Human Computer Interaction (hsv//eng)
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)
Nyckelord
- cognitive psychology
- automated test generation
- mental model
- cognition
- test design
- behavioural aspects
- software testing
- psychology
- test automation
- cognitive science
- problem solving
Publikations- och innehållstyp
- kon (ämneskategori)
- ref (ämneskategori)