A solution looking for problems? A systematic literature review of the rationalizing influence of artificial intelligence on decision-making in innovation management

MC Pietronudo, G Croidieu, F Schiavone - Technological Forecasting and …, 2022 - Elsevier
Given innovation's chaotic nature, organizations struggle to make decisions when managing
innovation. Both academics and practitioners hope artificial intelligence can solve this …

Artificial intelligence as an enabler for innovation: A review and future research agenda

Y Truong, S Papagiannidis - Technological Forecasting and Social Change, 2022 - Elsevier
Innovation management has attracted considerable attention from management scholars in
all disciplines given the critical importance of innovation activities to all firms. While our …

[HTML][HTML] Artificial intelligence in innovation research: A systematic review, conceptual framework, and future research directions

MM Mariani, I Machado, V Magrelli, YK Dwivedi - Technovation, 2023 - Elsevier
Artificial Intelligence (AI) is increasingly adopted by organizations to innovate, and this is
ever more reflected in scholarly work. To illustrate, assess and map research at the …

Innovation analytics: Leveraging artificial intelligence in the innovation process

C Kakatkar, V Bilgram, J Füller - Business Horizons, 2020 - Elsevier
Artificial intelligence (AI) is about imbuing machines with a kind of intelligence that is mainly
attributed to humans. Extant literature—coupled with our experiences as practitioners …

[HTML][HTML] Artificial intelligence and innovation management: A review, framework, and research agenda✰

N Haefner, J Wincent, V Parida, O Gassmann - … Forecasting and Social …, 2021 - Elsevier
Artificial Intelligence (AI) reshapes companies and how innovation management is
organized. Consistent with rapid technological development and the replacement of human …

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

F Gama, S Magistretti - Journal of Product Innovation …, 2023 - Wiley Online Library
Artificial intelligence (AI) is a promising generation of digital technologies. Recent
applications and research suggest that AI can not only influence but also accelerate …

The AI digital revolution in innovation: A conceptual framework of artificial intelligence technologies for the management of innovation

A Brem, F Giones, M Werle - IEEE Transactions on Engineering …, 2021 - ieeexplore.ieee.org
Artificial Intelligence (AI) is an emerging technological field with immense transformative
potential. Within this context, we discuss the diverse ways AI is transforming innovation. We …

Managing innovation in the era of AI

Z Tekic, J Füller - Technology in Society, 2023 - Elsevier
This paper conceptualizes how artificial intelligence (AI) may impact the way companies
innovate and manage their innovation process. A research framework we use in …

[HTML][HTML] Types of innovation and artificial intelligence: A systematic quantitative literature review and research agenda

MM Mariani, I Machado, S Nambisan - Journal of Business Research, 2023 - Elsevier
This study provides a systematic overview of innovation research strands revolving around
AI. By adopting a Systematic Quantitative Literature Review (SQLR) approach, we retrieved …

Innovative idea generation in problem finding: Abductive reasoning, cognitive impediments, and the promise of artificial intelligence

M Garbuio, N Lin - Journal of Product Innovation Management, 2021 - Wiley Online Library
This article addresses gaps about abductive reasoning—widely considered key to design‐
thinking but rarely detailed in design‐thinking and innovation literatures—by examining two …