[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 …

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 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 …

Discovering topics and trends in the field of Artificial Intelligence: Using LDA topic modeling

D Yu, B Xiang - Expert systems with applications, 2023 - Elsevier
Artificial Intelligence (AI) has affected all aspects of social life in recent years. This study
reviews 177,204 documents published in 25 journals and 16 conferences in the AI research …

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 …

Managerial overreliance on AI-augmented decision-making processes: How the use of AI-based advisory systems shapes choice behavior in R&D investment …

C Keding, P Meissner - Technological Forecasting and Social Change, 2021 - Elsevier
AI-augmented decision-making processes promise to transform strategic decisions around
innovation management. However, despite a growing body of research on algorithmic …

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 …

Artificial intelligence-enabled business model innovation: Competencies and roles of top management

P Jorzik, A Yigit, DK Kanbach, S Kraus… - IEEE transactions on …, 2023 - ieeexplore.ieee.org
Research in artificial intelligence and business model innovation is flourishing.
Nevertheless, the current discussion lacks an overarching understanding of, and thus has …

How artificial intelligence drives sustainable frugal innovation: A multitheoretical perspective

K Govindan - IEEE Transactions on Engineering Management, 2022 - ieeexplore.ieee.org
Recent globalization and industrialization efforts have pushed many companies to seriously
consider innovation efficiency and its effectiveness. Industries seek to integrate innovation …