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How to Write Ethical User Stories? : Impacts of the ECCOLA Method (2021)


Halme, E., Vakkuri, V., Kultanen, J., Jantunen, M., Kemell, K.-K., Rousi, R., & Abrahamsson, P. (2021). How to Write Ethical User Stories? : Impacts of the ECCOLA Method. In P. Gregory, C. Lassenius, X. Wang, & P. Kruchten (Eds.), Agile Processes in Software Engineering and Extreme Programming : 22nd International Conference on Agile Software Development, XP 2021, Virtual Event, June 14–18, 2021, Proceedings (pp. 36-52). Springer. Lecture Notes in Business Information Processing, 419. https://doi.org/10.1007/978-3-030-78098-2_3


JYU-tekijät tai -toimittajat


Julkaisun tiedot

Julkaisun kaikki tekijät tai toimittajatHalme, Erika; Vakkuri, Ville; Kultanen, Joni; Jantunen, Marianna; Kemell, Kai-Kristian; Rousi, Rebekah; Abrahamsson, Pekka

EmojulkaisuAgile Processes in Software Engineering and Extreme Programming : 22nd International Conference on Agile Software Development, XP 2021, Virtual Event, June 14–18, 2021, Proceedings

Emojulkaisun toimittajatGregory, Peggy; Lassenius, Casper; Wang, Xiaofeng; Kruchten, Philippe

Konferenssin paikka ja aikaVirtual Conference14.-18.6.2021

ISBN978-3-030-78097-5

eISBN978-3-030-78098-2

Lehti tai sarjaLecture Notes in Business Information Processing

ISSN1865-1348

eISSN1865-1356

Julkaisuvuosi2021

Sarjan numero419

Artikkelin sivunumerot36-52

Kirjan kokonaissivumäärä211

KustantajaSpringer

KustannuspaikkaCham

JulkaisumaaSveitsi

Julkaisun kielienglanti

DOIhttps://doi.org/10.1007/978-3-030-78098-2_3

Julkaisun avoin saatavuusAvoimesti saatavilla

Julkaisukanavan avoin saatavuusOsittain avoin julkaisukanava

Julkaisu on rinnakkaistallennettu (JYX)https://jyx.jyu.fi/handle/123456789/76660


Tiivistelmä

Artificial Intelligence (AI) systems are increasing in significance within software services. Unfortunately, these systems are not flawless. Their faults, failures and other systemic issues have emphasized the urgency for consideration of ethical standards and practices in AI engineering. Despite the growing number of studies in AI ethics, comparatively little attention has been placed on how ethical issues can be mitigated in software engineering (SE) practice. Currently understanding is lacking regarding the provision of useful tools that can help companies transform high-level ethical guidelines for AI ethics into the actual workflow of developers. In this paper, we explore the idea of using user stories to transform abstract ethical requirements into tangible outcomes in Agile software development. We tested this idea by studying master’s level student projects (15 teams) developing web applications for a real industrial client over the course of five iterations. These projects resulted in 250+ user stories that were analyzed for the purposes of this paper. The teams were divided into two groups: half of the teams worked using the ECCOLA method for AI ethics in SE, while the other half, a control group, was used to compare the effectiveness of ECCOLA. Both teams were tasked with writing user stories to formulate customer needs into system requirements. Based on the data, we discuss the effectiveness of ECCOLA, and Primary Empirical Contributions (PECs) from formulating ethical user stories in Agile development.


YSO-asiasanatohjelmistotuotantoohjelmistokehitysketterät menetelmättekoälyeettisyys


Liittyvät organisaatiot


Hankkeet, joissa julkaisu on tehty


OKM-raportointiKyllä

Raportointivuosi2021

JUFO-taso1


Viimeisin päivitys 2024-03-04 klo 20:25