A4 Artikkeli konferenssijulkaisussa
Governance of Ethical and Trustworthy Al Systems : Research Gaps in the ECCOLA Method (2021)

Agbese, M., Alanen, H.-K., Antikainen, J., Halme, E., Isomäki, H., Jantunen, M., Kemell, K.-K., Rousi, R., Vainio-Pekka, H., & Vakkuri, V. (2021). Governance of Ethical and Trustworthy Al Systems : Research Gaps in the ECCOLA Method. In T. Yue, & M. Mirakhorli (Eds.), REW 2021 : 29th IEEE International Requirements Engineering Conference Workshops (pp. 224-229). IEEE. https://doi.org/10.1109/REW53955.2021.00042

JYU-tekijät tai -toimittajat

Julkaisun tiedot

Julkaisun kaikki tekijät tai toimittajat: Agbese, Mamia; Alanen, Hanna-Kaisa; Antikainen, Jani; Halme, Erika; Isomäki, Hannakaisa; Jantunen, Marianna; Kemell, Kai-Kristian; Rousi, Rebekah; Vainio-Pekka, Heidi; Vakkuri, Ville

Emojulkaisu: REW 2021 : 29th IEEE International Requirements Engineering Conference Workshops

Emojulkaisun toimittajat: Yue, Tao; Mirakhorli, Mehdi

Konferenssin paikka ja aika: Online Event, 20.-24.9.2021

eISBN: 978-1-6654-1898-0

Julkaisuvuosi: 2021

Artikkelin sivunumerot: 224-229

Kirjan kokonaissivumäärä: 447

Kustantaja: IEEE

Julkaisumaa: Yhdysvallat (USA)

Julkaisun kieli: englanti

DOI: https://doi.org/10.1109/REW53955.2021.00042

Julkaisun avoin saatavuus: Ei avoin

Julkaisukanavan avoin saatavuus:

Julkaisu on rinnakkaistallennettu (JYX): https://jyx.jyu.fi/handle/123456789/79697

Tiivistelmä

Advances in machine learning (ML) technologies have greatly improved Artificial Intelligence (Al) systems. As a result, Al systems have become ubiquitous, with their application prevalent in virtually all sectors. However, Al systems have prompted ethical concerns, especially as their usage crosses boundaries in sensitive areas such as healthcare, transportation, and security. As a result, users are calling for better Al governance practices in ethical Al systems. Therefore, Al development methods are encouraged to foster these practices. This research analyzes the ECCOLA method for developing ethical and trustworthy Al systems to determine if it enables Al governance in development processes through ethical practices. The results demonstrate that while ECCOLA fully facilitates Al governance in corporate governance practices in all its processes, some of its practices do not fully foster data governance and information governance practices. This indicates that the method can be further improved.

YSO-asiasanat: tekoäly; järjestelmäsuunnittelu; etiikka; eettisyys; luottamus

Vapaat asiasanat: Al; Ethics; Ethical AI; ECCOLA; Al governance; ML

Liittyvät organisaatiot

OKM-raportointi: Kyllä

Raportointivuosi: 2021

JUFO-taso: 1