reviewJournal of Product Innovation ManagementSep 26, 2023GREEN OA

Artificial intelligence in innovation management: A review of innovation capabilities and a taxonomy of AI applications

Universidade do Estado de Santa Catarina · Universidade Federal de Santa Catarina · +3 more institutions

Indexed incrossref

Abstract

Abstract Artificial intelligence (AI) is a promising generation of digital technologies. Recent applications and research suggest that AI can not only influence but also accelerate innovation in organizations. However, as the field is rapidly growing, a common understanding of the underlying theoretical capabilities has become increasingly vague and fraught with ambiguity. In view of the centrality of innovation capabilities in making innovation happen, we bring together these scattered perspectives in a systematic and multidisciplinary literature review. The aim of this literature review is to summarize the role of AI in influencing innovation capabilities and provide a taxonomy of AI applications based on…

Citation impact

262
total citations
FWCI
50.06
Percentile
100%
References
145
Citations per year

Authors

2

Topics & keywords

Keywords
  • Taxonomy (biology)
  • Ambiguity
  • Knowledge management
  • Computer science
  • Innovation management
  • Multidisciplinary approach
  • Field (mathematics)
  • Data science
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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