A4 Artikkeli konferenssijulkaisussa
ECCOLA : a Method for Implementing Ethically Aligned AI Systems (2020)
Vakkuri, V., Kemell, K.-K., & Abrahamsson, P. (2020). ECCOLA : a Method for Implementing Ethically Aligned AI Systems. In A. Martini, M. Wimmer, & A. Skavhaug (Eds.), SEAA 2020 : 46th Euromicro Conference on Software Engineering and Advanced Applications (pp. 195-204). IEEE. Euromicro Conference on Software Engineering and Advanced Applications. https://doi.org/10.1109/seaa51224.2020.00043
JYU-tekijät tai -toimittajat
Julkaisun tiedot
Julkaisun kaikki tekijät tai toimittajat: Vakkuri, Ville; Kemell, Kai-Kristian; Abrahamsson, Pekka
Emojulkaisu: SEAA 2020 : 46th Euromicro Conference on Software Engineering and Advanced Applications
Emojulkaisun toimittajat: Martini, Antonio; Wimmer, Manuel; Skavhaug, Amund
Konferenssi:
- Euromicro Conference on Software Engineering and Advanced Applications
Konferenssin paikka ja aika: Portoroz, Slovenia, 26.-28.8.2020
ISBN: 978-1-7281-9533-9
eISBN: 978-1-7281-9532-2
Lehti tai sarja: Euromicro Conference on Software Engineering and Advanced Applications
ISSN: 1089-6503
eISSN: 2376-9505
Julkaisuvuosi: 2020
Artikkelin sivunumerot: 195-204
Kirjan kokonaissivumäärä: 596
Kustantaja: IEEE
Julkaisumaa: Yhdysvallat (USA)
Julkaisun kieli: englanti
DOI: https://doi.org/10.1109/seaa51224.2020.00043
Julkaisun avoin saatavuus: Ei avoin
Julkaisukanavan avoin saatavuus:
Julkaisu on rinnakkaistallennettu (JYX): https://jyx.jyu.fi/handle/123456789/74562
Tiivistelmä
Various recent Artificial Intelligence (AI) system failures, some of which have made the global headlines, have highlighted issues in these systems. These failures have resulted in calls for more ethical AI systems that better take into account their effects on various stakeholders. However, implementing AI ethics into practice is still an on-going challenge. High-level guidelines for doing so exist, devised by governments and private organizations alike, but lack practicality for developers. To address this issue, in this paper, we present a method for implementing AI ethics. The method, ECCOLA, has been iteratively developed using a cyclical action design research approach. The method aims at making the high-level AI ethics principles more practical, making it possible for developers to more easily implement them in practice.
YSO-asiasanat: tekoäly; järjestelmäsuunnittelu; suunnittelumenetelmät; etiikka
Vapaat asiasanat: Artificial Intelligence; AI ethics; ethics; implementing; method
Liittyvät organisaatiot
OKM-raportointi: Kyllä
Raportointivuosi: 2020
JUFO-taso: 1