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Titel:

Software Engineering for AI-Based Systems: A Survey

Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
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...     »
Stichworte:
systematic mapping study, Software engineering, AI-based systems, artificial intelligence
Zeitschriftentitel:
ACM Trans. Softw. Eng. Methodol.
Jahr:
2022
Band / Volume:
31
Monat:
apr
Heft / Issue:
2
Volltext / DOI:
doi:10.1145/3487043
WWW:
https://doi.org/10.1145/3487043
Verlag / Institution:
Association for Computing Machinery
Print-ISSN:
1049-331X
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