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Cognition in Software Engineering: A Taxonomy and Survey of a Half-Century of Research.
- Source :
-
ACM Computing Surveys . 2022 Suppl 11, Vol. 54, p1-36. 36p. - Publication Year :
- 2022
-
Abstract
- 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 system)atically collected and analysed 311 scientific papers spanning five decades and classified them using the cog)nitive 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 con)cepts 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. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 03600300
- Volume :
- 54
- Database :
- Academic Search Index
- Journal :
- ACM Computing Surveys
- Publication Type :
- Academic Journal
- Accession number :
- 160151644
- Full Text :
- https://doi.org/10.1145/3508359