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dc.contributor.authorVakkuri, V.
dc.contributor.authorKemell, K. K.
dc.contributor.authorJantunen, M., Abrahamsson, P.
dc.contributor.editorStray, V.
dc.contributor.editorHoda, R.
dc.contributor.editorPaasivaara, M.
dc.contributor.editorKruchten, P.
dc.date.accessioned2020-05-29T10:10:04Z
dc.date.available2020-05-29T10:10:04Z
dc.date.issued2020
dc.identifier.citationVakkuri, V., Kemell, K.K., & Jantunen, M. (2020). “This is Just a Prototype” : How Ethics Are Ignored in Software Startup-Like Environments. In V. Stray, R. Hoda, M. Paasivaara, & P. Kruchten (Eds.), <i>Agile Processes in Software Engineering and Extreme Programming. 21st International Conference on Agile Software Development, XP 2020, Copenhagen, Denmark, June 8-12, 2020, Proceedings</i> (pp. 195-210). Springer. Lecture Notes in Business Information Processing, 383. <a href="https://doi.org/10.1007/978-3-030-49392-9_13" target="_blank">https://doi.org/10.1007/978-3-030-49392-9_13</a>
dc.identifier.otherCONVID_35775017
dc.identifier.urihttps://jyx.jyu.fi/handle/123456789/69324
dc.description.abstractArtificial Intelligence (AI) solutions are becoming increasingly common in software development endeavors, and consequently exert a growing societal influence as well. Due to their unique nature, AI based systems influence a wide range of stakeholders with or without their consent, and thus the development of these systems necessitates a higher degree of ethical consideration than is currently carried out in most cases. Various practical examples of AI failures have also highlighted this need. However, there is only limited research on methods and tools for implementing AI ethics in software development, and we currently have little knowledge of the state of practice. In this study, we explore the state of the art in startup-like environments where majority of the AI software today gets developed. Based on a multiple case study, we discuss the current state of practice and highlight issues. The cases underline the complete ignorance of ethical consideration in AI endeavors. We also outline existing good practices that can already support the implementation of AI ethics, such as documentation and error handling.en
dc.format.extent249
dc.format.mimetypeapplication/pdf
dc.languageeng
dc.language.isoeng
dc.publisherSpringer
dc.relation.ispartofAgile Processes in Software Engineering and Extreme Programming. 21st International Conference on Agile Software Development, XP 2020, Copenhagen, Denmark, June 8-12, 2020, Proceedings
dc.relation.ispartofseriesLecture Notes in Business Information Processing
dc.rightsCC BY 4.0
dc.subject.otherartificial intelligence
dc.subject.otherAI ethics
dc.subject.otherAI development
dc.subject.otherpractices
dc.subject.otherresponsibility
dc.subject.otheraccountability
dc.subject.othertransparency
dc.subject.othercase study
dc.title“This is Just a Prototype” : How Ethics Are Ignored in Software Startup-Like Environments
dc.typeconferenceObject
dc.identifier.urnURN:NBN:fi:jyu-202005293580
dc.contributor.laitosInformaatioteknologian tiedekuntafi
dc.contributor.laitosFaculty of Information Technologyen
dc.contributor.oppiaineTietojärjestelmätiedefi
dc.contributor.oppiaineInformation Systems Scienceen
dc.type.urihttp://purl.org/eprint/type/ConferencePaper
dc.relation.isbn978-3-030-49391-2
dc.description.reviewstatuspeerReviewed
dc.format.pagerange195-210
dc.relation.issn1865-1348
dc.type.versionpublishedVersion
dc.rights.copyright© 2020 the Author(s)
dc.rights.accesslevelopenAccessfi
dc.relation.conferenceInternational Conference on Agile Software Development
dc.subject.ysovastuullisuus
dc.subject.ysoohjelmistokehitys
dc.subject.ysotekoäly
dc.subject.ysoeettisyys
dc.subject.ysostartup-yritykset
dc.subject.ysoläpinäkyvyys
dc.format.contentfulltext
jyx.subject.urihttp://www.yso.fi/onto/yso/p24111
jyx.subject.urihttp://www.yso.fi/onto/yso/p21530
jyx.subject.urihttp://www.yso.fi/onto/yso/p2616
jyx.subject.urihttp://www.yso.fi/onto/yso/p23085
jyx.subject.urihttp://www.yso.fi/onto/yso/p28114
jyx.subject.urihttp://www.yso.fi/onto/yso/p12622
dc.rights.urlhttps://creativecommons.org/licenses/by/4.0/
dc.relation.doi10.1007/978-3-030-49392-9_13


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