A4 Artikkeli konferenssijulkaisussa
Building a Maturity Model for Developing Ethically Aligned AI Systems (2021)

Jantunen, M., Halme, E., Vakkuri, V., Kemell, K.-K., Rebekah, R., Mikkonen, T., Nguyen Duc, A., & and Abrahamsson, P. (2021). Building a Maturity Model for Developing Ethically Aligned AI Systems. In B. A. Farshchian (Ed.), IRIS 2021 : Papers of the 44th Information Systems Research Seminar in Scandinavia (Article 5). IRIS Association. IRIS. https://aisel.aisnet.org/iris2021/5

JYU-tekijät tai -toimittajat

Julkaisun tiedot

Julkaisun kaikki tekijät tai toimittajat: Jantunen, Marianna; Halme, Erika; Vakkuri, Ville; Kemell, Kai-Kristian; Rebekah, Rebekah; Mikkonen, Tommi; Nguyen Duc, Anh; and Abrahamsson, Pekka

Emojulkaisu: IRIS 2021 : Papers of the 44th Information Systems Research Seminar in Scandinavia

Emojulkaisun toimittajat: Farshchian, Babak A.

Konferenssin paikka ja aika: Norwegian University of Science and Technology, Norway, 9.-11.8,2021

Lehti tai sarja: IRIS

ISSN: 1891-9863

eISSN: 2387-3353

Julkaisuvuosi: 2021

Lehden numero: 12

Artikkelinumero: 5

Kustantaja: IRIS Association

Julkaisumaa: Norja

Julkaisun kieli: englanti

Pysyvä verkko-osoite: https://aisel.aisnet.org/iris2021/5

Julkaisun avoin saatavuus: Ei avoin

Julkaisukanavan avoin saatavuus:

Julkaisu on rinnakkaistallennettu (JYX): https://jyx.jyu.fi/handle/123456789/81646

Tiivistelmä

Ethical concerns related to Artificial Intelligence (AI) equipped systems are prompting demands for ethical AI from all directions. As a response, in recent years public bodies, governments, and companies have rushed to provide guidelines and principles for how AI-based systems are designed and used ethically. We have learned, however, that high-level principles and ethical guidelines cannot be easily converted into actionable advice for industrial organizations that develop AI-based information systems. Maturity models are commonly used in software and systems development companies as a roadmap for improving the performance. We argue that they could also be applied in the context of developing ethically aligned AI systems. In this paper, we propose a maturity model for AI ethics and explain how it can be devised by using a Design Science Research approach.

YSO-asiasanat: tietojärjestelmät; tekoäly; koneoppiminen; kehittäminen; etiikka; eettisyys; mallit (mallintaminen); toimintamallit

Liittyvät organisaatiot

OKM-raportointi: Kyllä

Raportointivuosi: 2021

JUFO-taso: 0