Artificial intelligence and corporate innovation: A review and research agenda

S Bahoo, M Cucculelli, D Qamar - Technological Forecasting and Social …, 2023 - Elsevier
Artificial Intelligence (AI) induce corporates to re-design their innovation process. Due to
rapid technological development, synchronization of information systems, and …

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 …

Augmenting human innovation teams with artificial intelligence: Exploring transformer‐based language models

SG Bouschery, V Blazevic… - Journal of Product …, 2023 - Wiley Online Library
The use of transformer‐based language models in artificial intelligence (AI) has increased
adoption in various industries and led to significant productivity advancements in business …

[HTML][HTML] How open is innovation? A retrospective and ideas forward

L Dahlander, DM Gann, MW Wallin - Research Policy, 2021 - Elsevier
This paper sheds fresh light on our 2010 paper How Open Is Innovation by taking into
consideration notable developments in innovation over the last decade. The original paper …

The value of social media for innovation: A capability perspective

MI Muninger, W Hammedi, D Mahr - Journal of Business Research, 2019 - Elsevier
Firms increasingly employ social media for innovation, yet current literature offers little
guidance for developing their strategic uses. This study applies a qualitative, theory-building …

Utilization of text mining as a big data analysis tool for food science and nutrition

D Tao, P Yang, H Feng - … reviews in food science and food …, 2020 - Wiley Online Library
Big data analysis has found applications in many industries due to its ability to turn huge
amounts of data into insights for informed business and operational decisions. Advanced …

New product development during the last ten years: The ongoing debate and future avenues

G Marzi, F Ciampi, D Dalli… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Research on new product development (NPD) has grown considerably over the last 30
years interweaving with serval fields of study such as strategy, marketing, supply chain …

Algorithm supported induction for building theory: How can we use prediction models to theorize?

YR Shrestha, VF He, P Puranam… - Organization …, 2021 - pubsonline.informs.org
Across many fields of social science, machine learning (ML) algorithms are rapidly
advancing research as tools to support traditional hypothesis testing research (eg, through …

[HTML][HTML] Natural language processing for innovation search–Reviewing an emerging non-human innovation intermediary

J Just - Technovation, 2024 - Elsevier
Applying artificial intelligence (AI), especially natural language processing (NLP), to harness
large amounts of information from patent databases, online communities, social media, or …

Mining product innovation ideas from online reviews

M Zhang, B Fan, N Zhang, W Wang, W Fan - Information Processing & …, 2021 - Elsevier
The importance of online customer reviews to product innovation has been well-recognized
in prior literature. Mining online reviews has received extensive attention and efforts. Most …