The role of machine learning analytics and metrics in retailing research

XS Wang, JHJ Ryoo, N Bendle, PK Kopalle - Journal of Retailing, 2021 - Elsevier
This research presents the use of machine learning analytics and metrics in the retailing
context. We first discuss what is machine learning and explain the field's origins. We then …

The past, present, and future of retail analytics: Insights from a survey of academic research and interviews with practitioners

RP Rooderkerk, N DeHoratius… - Production and …, 2022 - journals.sagepub.com
We document the evolution of academic research through a bibliometric analysis of 123
retail analytics articles published in top operations management journals from 2000 to 2020 …

[图书][B] Style and statistics: the art of retail analytics

B Bullard - 2016 - books.google.com
A non-technical guide to leveraging retail analytics for personal and competitive advantage
Style & Statistics is a real-world guide to analytics in retail. Written specifically for the non-IT …

Machine learning in marketing: Recent progress and future research directions

D Herhausen, SF Bernritter, EWT Ngai, A Kumar… - Journal of Business …, 2024 - Elsevier
Decision-making in marketing has changed dramatically in the past decade. Companies
increasingly use algorithms to generate predictions for marketing decisions, such as which …

Machine learning and AI in marketing–Connecting computing power to human insights

L Ma, B Sun - International Journal of Research in Marketing, 2020 - Elsevier
Artificial intelligence (AI) agents driven by machine learning algorithms are rapidly
transforming the business world, generating heightened interest from researchers. In this …

Predicting E-commerce customer satisfaction: Traditional machine learning vs. deep learning approaches

M Zaghloul, S Barakat, A Rezk - Journal of Retailing and Consumer …, 2024 - Elsevier
The rapid growth of e-commerce has increased the need for retailers to understand and
predict customer satisfaction to support data-driven managerial decisions. This study …

AI-driven predictive analytics in retail: a review of emerging trends and customer engagement strategies

DI Ajiga, NL Ndubuisi, OF Asuzu, OR Owolabi… - International Journal of …, 2024 - fepbl.com
As the retail landscape undergoes a profound transformation in the era of digitalization, the
integration of Artificial Intelligence (AI) and predictive analytics has emerged as a pivotal …

[HTML][HTML] Retailing and retailing research in the age of big data analytics

MG Dekimpe - International Journal of Research in Marketing, 2020 - Elsevier
As a research domain, the retail sector has always had many appealing features, such as its
size, its multi-faceted and dynamic nature, the possibility for researchers to exploit their own …

Data-driven machine learning and neural network algorithms in the retailing environment: Consumer engagement, experience, and purchase behaviors

T Kliestik, K Zvarikova, G Lăzăroiu - Economics, Management and …, 2022 - ceeol.com
Based on an in-depth survey of the literature, the purpose of the paper is to explore data-
driven machine learning and neural network algorithms in the retailing environment. In this …

[图书][B] Retail Analytics: The Secret Weapon

E Cox - 2011 - books.google.com
The inside scoop on boosting sales through spot-on analytics Retailers collect a huge
amount of data, but don't know what to do with it. Retail Analytics not only provides a broad …