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Cognition in Softwa...
Cognition in Software Engineering: A Taxonomy and Survey of a Half-Century of Research
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- Fagerholm, F. (author)
- Blekinge Tekniska Högskola, BTH,Aalto-Yliopisto,Aalto University,Aalto University, FIN
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- Felderer, Michael, 1978- (author)
- Blekinge Tekniska Högskola,Institutionen för programvaruteknik
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- Fucci, Davide, 1985- (author)
- Blekinge Tekniska Högskola,Institutionen för programvaruteknik
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- Unterkalmsteiner, Michael (author)
- Blekinge Tekniska Högskola,Institutionen för programvaruteknik
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- Marculescu, B. (author)
- Kristiania University College, NOR
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- Martini, M. (author)
- University of Innsbruck,University of Innsbruck, AUT
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- Wallgren Tengberg, Lars Göran (author)
- Gothenburg University,Göteborgs universitet,Institutionen för data- och informationsteknik (GU),Department of Computer Science and Engineering (GU),University of Gothenburg,University of Gothenburg, SWE
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- Feldt, Robert, 1972 (author)
- Blekinge Tekniska Högskola,Institutionen för programvaruteknik
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- Lehtela, B. (author)
- Aalto-Yliopisto,Aalto University,Aalto University, FIN
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- Nagyvaradi, B. (author)
- Aalto-Yliopisto,Aalto University,Aalto University, FIN
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- Khattak, J. (author)
- Aalto-Yliopisto,Aalto University,Aalto University, FIN
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(creator_code:org_t)
- 2022-09-09
- 2022
- English.
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In: Acm Computing Surveys. - : Association for Computing Machinery (ACM). - 0360-0300 .- 1557-7341. ; 54:11
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Abstract
Subject headings
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- Cognition plays a fundamental role in most software engineering activities. This article provides a taxonomy of cognitive concepts and a survey of the literature since the beginning of the Software Engineering discipline. The taxonomy comprises the top-level concepts of perception, attention, memory, cognitive load, reasoning, cognitive biases, knowledge, social cognition, cognitive control, and errors, and procedures to assess them both qualitatively and quantitatively. The taxonomy provides a useful tool to filter existing studies, classify new studies, and support researchers in getting familiar with a (sub) area. In the literature survey, we systematically collected and analysed 311 scientific papers spanning five decades and classified them using the cognitive concepts from the taxonomy. Our analysis shows that the most developed areas of research correspond to the four life-cycle stages, software requirements, design, construction, and maintenance. Most research is quantitative and focuses on knowledge, cognitive load, memory, and reasoning. Overall, the state of the art appears fragmented when viewed from the perspective of cognition. There is a lack of use of cognitive concepts that would represent a coherent picture of the cognitive processes active in specific tasks. Accordingly, we discuss the research gap in each cognitive concept and provide recommendations for future research.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
- SAMHÄLLSVETENSKAP -- Psykologi -- Psykologi (hsv//swe)
- SOCIAL SCIENCES -- Psychology -- Psychology (hsv//eng)
- SAMHÄLLSVETENSKAP -- Medie- och kommunikationsvetenskap -- Mänsklig interaktion med IKT (hsv//swe)
- SOCIAL SCIENCES -- Media and Communications -- Human Aspects of ICT (hsv//eng)
- NATURVETENSKAP -- Data- och informationsvetenskap -- Programvaruteknik (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Software Engineering (hsv//eng)
Keyword
- Cognition
- cognitive concepts
- psychology of programming
- human factors
- measurement
- taxonomy
- requirements
- psychology
- management
- emotion
- design
- Computer Science
- human factors
Publication and Content Type
- ref (subject category)
- art (subject category)
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To the university's database
- By the author/editor
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Fagerholm, F.
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Felderer, Michae ...
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Fucci, Davide, 1 ...
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Unterkalmsteiner ...
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Marculescu, B.
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Martini, M.
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show more...
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Wallgren Tengber ...
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Feldt, Robert, 1 ...
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Lehtela, B.
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Nagyvaradi, B.
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Khattak, J.
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show less...
- About the subject
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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- SOCIAL SCIENCES
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SOCIAL SCIENCES
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and Psychology
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and Psychology
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- SOCIAL SCIENCES
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SOCIAL SCIENCES
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and Media and Commun ...
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and Human Aspects of ...
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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and Software Enginee ...
- Articles in the publication
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Acm Computing Su ...
- By the university
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University of Gothenburg
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Chalmers University of Technology
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Blekinge Institute of Technology