Artificial intelligence and innovation management : A review, framework, and research agenda
annif.suggestions | innovations|leadership (activity)|artificial intelligence|enterprises|learning organisation|knowledge management|organisations (systems)|development (active)|learning|technology|en | en |
annif.suggestions.links | http://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/p2339 | en |
dc.contributor.author | Haefner, Naomi | |
dc.contributor.author | Wincent, Joakim | |
dc.contributor.author | Parida, Vinit | |
dc.contributor.author | Gassmann, Oliver | |
dc.contributor.department | fi=Ei tutkimusalustaa|en=No platform| | - |
dc.contributor.faculty | fi=Johtamisen yksikkö|en=School of Management| | - |
dc.contributor.orcid | https://orcid.org/0000-0003-3255-414X | - |
dc.contributor.organization | fi=Vaasan yliopisto|en=University of Vaasa| | |
dc.date.accessioned | 2020-11-16T10:05:10Z | |
dc.date.accessioned | 2025-06-25T12:47:40Z | |
dc.date.available | 2020-11-16T10:05:10Z | |
dc.date.issued | 2021-01 | |
dc.description.abstract | Artificial 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.reviewstatus | fi=vertaisarvioitu|en=peerReviewed| | - |
dc.format.bitstream | true | |
dc.format.content | fi=kokoteksti|en=fulltext| | - |
dc.format.extent | 10 | - |
dc.format.pagerange | 1-10 | - |
dc.identifier.olddbid | 12967 | |
dc.identifier.oldhandle | 10024/11564 | |
dc.identifier.uri | https://osuva.uwasa.fi/handle/11111/923 | |
dc.identifier.urn | URN:NBN:fi-fe2020111690511 | - |
dc.language.iso | eng | - |
dc.publisher | Elsevier | - |
dc.relation.doi | 10.1016/j.techfore.2020.120392 | - |
dc.relation.ispartofjournal | Technological Forecasting and Social Change | - |
dc.relation.issn | 1873-5509 | - |
dc.relation.issn | 0040-1625 | - |
dc.relation.url | https://doi.org/10.1016/j.techfore.2020.120392 | - |
dc.relation.volume | 162 | - |
dc.rights | CC BY 4.0 | - |
dc.source.identifier | Scopus: 85092748091 | - |
dc.source.identifier | https://osuva.uwasa.fi/handle/10024/11564 | |
dc.subject | AI | - |
dc.subject | Innovation | - |
dc.subject | Review | - |
dc.subject | Literature review | - |
dc.subject | Innovation management | - |
dc.subject | Machine learning | - |
dc.subject | Information processing | - |
dc.subject.olddiscipline | Strategic management | - |
dc.subject.yso | innovations | - |
dc.subject.yso | artificial intelligence | - |
dc.title | Artificial intelligence and innovation management : A review, framework, and research agenda | - |
dc.type.okm | fi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|en=A1 Peer-reviewed original journal article|sv=A1 Originalartikel i en vetenskaplig tidskrift| | - |
dc.type.publication | article | - |
dc.type.version | publishedVersion | - |
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