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
… data-driven machine learning and neural network algorithms in the retailing environment. In
… satisfaction can be carried out according to machine learning algorithms and big data, and …

[HTML][HTML] A domain-oriented analysis of the impact of machine learning—the case of retailing

F Weber, R Schütte - Big Data and Cognitive Computing, 2019 - mdpi.com
… Subsequently, retailing and wholesaling, which are known for … prevalence of the use of
machine learning in the industry. The … the environment (and cost saving) is used at Macys. The …

The role of machine learning analytics and metrics in retailing research

XS Wang, JHJ Ryoo, N Bendle, PK Kopalle - Journal of Retailing, 2021 - Elsevier
machine learning analytics and metrics in the retailing context. We first discuss what is
machine learning … the strengths of machine learning methods using an online retailing dataset, …

Machine learning tools, algorithms, and techniques

E Hopkins - Journal of Self-Governance and Management …, 2022 - ceeol.com
… and machine learning algorithms have altered consumption and buying habits across the
retailing environment. … assessment by use of machine learning algorithms and computer vision …

[PDF][PDF] Big data and analytics in retailing

V Shankar - NIM Marketing Intelligence Review, 2019 - sciendo.com
Retailers such as Kroger and Safeway use big data to offer weekly promotions. Many of these
retailers’ models are based on machine learning. … in today’s retailing environment, CRM …

RETaIL: a machine learning-based item-level localization system in retail environment

X Xu, X Chen, J Ji, F Chen, AV Sanjay - … : Networking, Applications and …, 2018 - Springer
… 3.2 Machine Learning Algorithms The model we propose is a machine learning model …
of distance in the case of retail environment with disorganized interference, obstruction and …

Data mining and machine learning in retail business: developing efficiencies for better customer retention

MR Kumar, J Venkatesh, AMJMZ Rahman - Journal of Ambient …, 2021 - Springer
… towards the development of retail marketing. However, the … great impact in the development
of retail marketing. Also, the … with the inclusion of machine learning techniques. Towards this, …

Predicting access to healthful food retailers with machine learning

MD Amin, S Badruddoza, JJ McCluskey - Food Policy, 2021 - Elsevier
… ML often creates uninterpretable results and has limited use for causal inference (Athey et
al., 2019), but it fits our purpose of predicting the retail food environment, particularly because …

Overview of machine learning in retail

P Mathur, P Mathur - Machine Learning Applications Using Python: Cases …, 2019 - Springer
retail industry. He had a clear goal for data science to help their company increase their retail
… know if it was possible to use targeted marketing through machine learning to boost sales. …

[PDF][PDF] A Structured Literature Review on the Application of Machine Learning in Retail.

M Hütsch, T Wulfert - ICEIS (1), 2022 - pdfs.semanticscholar.org
retail are susceptible to computerization. Although retail in both offline and online environments
… potential for automatizing in general and ML in retail (Manyika et al., 2017). The focus in …