A4 Artikkeli konferenssijulkaisussa
A Deployment Model to Extend Ethically Aligned AI Implementation Method ECCOLA (2021)

Antikainen, J., Agbese, M., Alanen, H.-K., Halme, E., Isomäki, H., Jantunen, M., Kemell, K.-K., Rousi, R., Vainio-Pekka, H., & Vakkuri, V. (2021). A Deployment Model to Extend Ethically Aligned AI Implementation Method ECCOLA. In T. Yue, & M. Mirakhorli (Eds.), REW 2021 : 29th IEEE International Requirements Engineering Conference Workshops (pp. 230-235). IEEE. https://doi.org/10.1109/REW53955.2021.00043

JYU-tekijät tai -toimittajat

Julkaisun tiedot

Julkaisun kaikki tekijät tai toimittajat: Antikainen, Jani; Agbese, Mamia; Alanen, Hanna-Kaisa; 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: 230-235

Kirjan kokonaissivumäärä: 447

Kustantaja: IEEE

Julkaisumaa: Yhdysvallat (USA)

Julkaisun kieli: englanti

DOI: https://doi.org/10.1109/REW53955.2021.00043

Julkaisun avoin saatavuus: Ei avoin

Julkaisukanavan avoin saatavuus:

Tiivistelmä

There is a struggle in Artificial intelligence (AI) ethics to gain ground in actionable methods and models to be utilized by practitioners while developing and implementing ethically sound AI systems. AI ethics is a vague concept without a consensus of definition or theoretical grounding and bearing little connection to practice. Practice involving primarily technical tasks like software development is not aptly equipped to process and decide upon ethical considerations. Efforts to create tools and guidelines to help people working with AI development have been concentrating almost solely on the technical aspects of AI. A few exceptions do apply, such as the ECCOIA method for creating ethically aligned AI -systems. ECCOIA has proven results in terms of increased ethical considerations in AI systems development. Yet, it is a novel innovation, and room for development still exists. This study aims to extend ECCOIA with a deployment model to drive the adoption of ECCOIA, as any method - no matter how good -is of no value without adoption and use. The model includes simple metrics to facilitate the communication of ethical gaps or outcomes of ethical AI development. It offers the opportunity to assess any AI system at any given life-cycle phase, e.g., opening possibilities like analyzing the ethicality of an AI system under acquisition.

YSO-asiasanat: tekoäly; järjestelmäsuunnittelu; eettisyys; ohjelmistotuotanto; elinkaari

Vapaat asiasanat: Artificial intelligence; AI ethics; ECCOLA; software engineering; product lifecycle; adoption model

Liittyvät organisaatiot

OKM-raportointi: Kyllä

Raportointivuosi: 2021

JUFO-taso: 1