Artificial intelligence and innovation management : A review, framework, and research agenda

annif.suggestionsinnovations|leadership (activity)|artificial intelligence|enterprises|learning organisation|knowledge management|organisations (systems)|development (active)|learning|technology|enen
annif.suggestions.linkshttp://www.yso.fi/onto/yso/p7903|http://www.yso.fi/onto/yso/p554|http://www.yso.fi/onto/yso/p2616|http://www.yso.fi/onto/yso/p3128|http://www.yso.fi/onto/yso/p9728|http://www.yso.fi/onto/yso/p9226|http://www.yso.fi/onto/yso/p272|http://www.yso.fi/onto/yso/p4230|http://www.yso.fi/onto/yso/p2945|http://www.yso.fi/onto/yso/p2339en
dc.contributor.authorHaefner, Naomi
dc.contributor.authorWincent, Joakim
dc.contributor.authorParida, Vinit
dc.contributor.authorGassmann, Oliver
dc.contributor.departmentfi=Ei tutkimusalustaa|en=No platform|-
dc.contributor.facultyfi=Johtamisen yksikkö|en=School of Management|-
dc.contributor.orcidhttps://orcid.org/0000-0003-3255-414X-
dc.contributor.organizationfi=Vaasan yliopisto|en=University of Vaasa|
dc.date.accessioned2020-11-16T10:05:10Z
dc.date.accessioned2025-06-25T12:47:40Z
dc.date.available2020-11-16T10:05:10Z
dc.date.issued2021-01
dc.description.abstractArtificial Intelligence (AI) reshapes companies and how innovation management is organized. Consistent with rapid technological development and the replacement of human organization, AI may indeed compel management to rethink a company's entire innovation process. In response, we review and explore the implications for future innovation management. Using ideas from the Carnegie School and the behavioral theory of the firm, we review the implications for innovation management of AI technologies and machine learning-based AI systems. We outline a framework showing the extent to which AI can replace humans and explain what is important to consider in making the transformation to the digital organization of innovation. We conclude our study by exploring directions for future research.-
dc.description.notification© 2020 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/BY/4.0/).-
dc.description.reviewstatusfi=vertaisarvioitu|en=peerReviewed|-
dc.format.bitstreamtrue
dc.format.contentfi=kokoteksti|en=fulltext|-
dc.format.extent10-
dc.format.pagerange1-10-
dc.identifier.olddbid12967
dc.identifier.oldhandle10024/11564
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/923
dc.identifier.urnURN:NBN:fi-fe2020111690511-
dc.language.isoeng-
dc.publisherElsevier-
dc.relation.doi10.1016/j.techfore.2020.120392-
dc.relation.ispartofjournalTechnological Forecasting and Social Change-
dc.relation.issn1873-5509-
dc.relation.issn0040-1625-
dc.relation.urlhttps://doi.org/10.1016/j.techfore.2020.120392-
dc.relation.volume162-
dc.rightsCC BY 4.0-
dc.source.identifierScopus: 85092748091-
dc.source.identifierhttps://osuva.uwasa.fi/handle/10024/11564
dc.subjectAI-
dc.subjectInnovation-
dc.subjectReview-
dc.subjectLiterature review-
dc.subjectInnovation management-
dc.subjectMachine learning-
dc.subjectInformation processing-
dc.subject.olddisciplineStrategic management-
dc.subject.ysoinnovations-
dc.subject.ysoartificial intelligence-
dc.titleArtificial intelligence and innovation management : A review, framework, and research agenda-
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|en=A1 Peer-reviewed original journal article|sv=A1 Originalartikel i en vetenskaplig tidskrift|-
dc.type.publicationarticle-
dc.type.versionpublishedVersion-

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