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

Type de ressource
Auteurs/contributeurs
Titre
Artificial intelligence and innovation management: A review, framework, and research agenda
Résumé
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.
Publication
Technological Forecasting and Social Change
Volume
162
Pages
120392
Date
2021
Abrév. de revue
Technological Forecasting and Social Change
Langue
EN
ISSN
0040-1625
Titre abrégé
Artificial intelligence and innovation management
Consulté le
15/10/2021 12:49
Catalogue de bibl.
ScienceDirect
Référence
Haefner, N., Wincent, J., Parida, V. et Gassmann, O. (2021). Artificial intelligence and innovation management: A review, framework, and research agenda. Technological Forecasting and Social Change, 162, 120392. https://doi.org/10.1016/j.techfore.2020.120392
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