Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda

M Mustak, J Salminen, L Plé, J Wirtz - Journal of Business Research, 2021 - Elsevier
The rapid advancement of artificial intelligence (AI) offers exciting opportunities for
marketing practice and academic research. In this study, through the application of natural …

[HTML][HTML] How can organizations leverage big data to innovate their business models? A systematic literature review

C Acciarini, F Cappa, P Boccardelli, R Oriani - Technovation, 2023 - Elsevier
The use of big data has garnered increasing importance in academic research and
managerial practice thanks to the benefits it can produce in terms of innovation. However …

Exploring how consumer goods companies innovate in the digital age: The role of big data analytics companies

MM Mariani, SF Wamba - Journal of Business Research, 2020 - Elsevier
The advent and development of digital technologies have brought about a proliferation of
online consumer reviews (OCRs), ie, real-time customers' evaluations of products, services …

Effect of online review sentiment on product sales: The moderating role of review credibility perception

Q Wang, W Zhang, J Li, F Mai, Z Ma - Computers in Human Behavior, 2022 - Elsevier
Online reviews are of great importance in supporting the purchasing decision making of
online consumers. With the prospering of e-commerce, increasingly fraudulent reviews are …

Big data analytics in supply chain management: A state-of-the-art literature review

T Nguyen, Z Li, V Spiegler, P Ieromonachou… - Computers & operations …, 2018 - Elsevier
The rapidly growing interest from both academics and practitioners in the application of big
data analytics (BDA) in supply chain management (SCM) has urged the need for review of …

Analysis of customers' satisfaction with baby products: The moderating role of brand image

M Nilashi, RA Abumalloh, S Samad, M Alrizq… - Journal of Retailing and …, 2023 - Elsevier
The previous experience of customers is assessed by textual reviews and ratings to reflect
their levels of satisfaction with the service or product. Online reviews and ratings have …

Retail forecasting: Research and practice

R Fildes, S Ma, S Kolassa - International Journal of Forecasting, 2022 - Elsevier
This paper reviews the research literature on forecasting retail demand. We begin by
introducing the forecasting problems that retailers face, from the strategic to the operational …

Innovation analytics and digital innovation experimentation: the rise of research-driven online review platforms

MM Mariani, S Nambisan - Technological Forecasting and Social Change, 2021 - Elsevier
Big data analytics constitute one of the driving forces of the fourth industrial revolution and
represent one of the founding pillars of Industry 4.0. They are increasingly leveraged to …

The effect of online reviews on product sales: A joint sentiment-topic analysis

X Li, C Wu, F Mai - Information & Management, 2019 - Elsevier
This research examines the business impact of online reviews. It empirically investigates the
influence of numerical and textual reviews on product sales performance. We use a Joint …

Digital inbound marketing: Measuring the economic performance of grocery e-commerce in Europe and the USA

A Erdmann, JM Ponzoa - Technological forecasting and social change, 2021 - Elsevier
This research investigates the cost-result relationship of the Inbound Marketing actions used
by grocery e-commerce. The analysis is based on the application of the Dorfman and …