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
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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
