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Requirements Engineering in the Days of Artificial Intelligence

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Requirements_Engineering_in_the_Days_of_Artificial_Inte... (427.47 KB)

Publication date

2020-07-01

Authors

Dalpiaz, FabianoISNI 0000000419575525
Niu, N.

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DOI

https://doi.org/10.1109/MS.2020.2986047

Document Type

Article

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Utrecht University Repository
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taverne

Abstract

Artificial Intelligence (AI) has a long tradition in software and requirements engineering (RE). Over the years, many AI techniques have been employed to represent and analyze requirements, ranging from knowledge representation and reasoning in the 1980s to the use of natural language (NL) processing, machine learning, and deep learning since the 2000s. AI techniques have been successfully applied in practice, for example, to manage large-volume requirements.

Keywords

requirements engineering, deep learning, task analysis, tag clouds, Taverne

Citation

Dalpiaz, F & Niu, N 2020, 'Requirements Engineering in the Days of Artificial Intelligence', IEEE Software, vol. 37, no. 4, pp. 7-10. https://doi.org/10.1109/MS.2020.2986047

URI

https://dspace.library.uu.nl/handle/1874/469952