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Title:

Software Engineering for AI-Based Systems: A Survey

Document type:
Zeitschriftenaufsatz
Author(s):
Martínez-Fernández, Silverio; Bogner, Justus; Franch, Xavier; Oriol, Marc; Siebert, Julien; Trendowicz, Adam; Vollmer, Anna Maria; Wagner, Stefan
Abstract:
AI-based systems are software systems with functionalities enabled by at least one AI component (e.g., for image-, speech-recognition, and autonomous driving). AI-based systems are becoming pervasive in society due to advances in AI. However, there is limited synthesized knowledge on Software Engineering (SE) approaches for building, operating, and maintaining AI-based systems. To collect and analyze state-of-the-art knowledge about SE for AI-based systems, we conducted a systematic mapping stud...     »
Keywords:
systematic mapping study, Software engineering, AI-based systems, artificial intelligence
Journal title:
ACM Trans. Softw. Eng. Methodol.
Year:
2022
Journal volume:
31
Month:
apr
Journal issue:
2
Fulltext / DOI:
doi:10.1145/3487043
WWW:
https://doi.org/10.1145/3487043
Publisher:
Association for Computing Machinery
Print-ISSN:
1049-331X
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