Retail store operations: Literature review and research directions

S Mou, DJ Robb, N DeHoratius - European Journal of Operational …, 2018 - Elsevier
In the digital age, retail store operations face a variety of novel challenges and complexities.
We review 255 papers on retail store operations from 32 operations research, management …

Artificial intelligence in retail–a systematic literature review

C Heins - foresight, 2023 - emerald.com
Purpose The purpose of this study is to present a systematic literature review of academic
peer-reviewed articles in English published between 2005 and 2021. The articles were …

Collaborative performance measurement in supply chain

D Papakiriakopoulos, K Pramatari - Industrial Management & Data …, 2010 - emerald.com
Purpose–The objective of this paper is to demonstrate the challenges when developing a
common performance measurement system (PMS) in the context of a collaborative supply …

RFID-enabled shelf replenishment with backroom monitoring in retail stores

C Condea, F Thiesse, E Fleisch - Decision Support Systems, 2012 - Elsevier
This contribution is concerned with the value of RFID for retail store operations, particularly
the use of the technology to automate shelf replenishment decisions. We construct and test …

An examination of the causes for retail stockouts

JCF Ehrenthal, W Stölzle - … Journal of Physical Distribution & Logistics …, 2013 - emerald.com
An examination of the causes for retail stockouts | Emerald Insight Books and journals Case
studies Expert Briefings Open Access Publish with us Advanced search An examination of the …

Drivers of retail on-shelf availability: Systematic review, critical assessment, and reflections on the road ahead

I Moussaoui, BD Williams, C Hofer… - International Journal of …, 2016 - emerald.com
Purpose–The purpose of this paper is to: first, provide a systematic review of the drivers of
retail on-shelf availability (OSA) that have been scrutinized in the literature; second, identify …

On-shelf availability and logistics rationalization. A participative methodology for supply chain improvement

J García-Arca, JC Prado-Prado… - Journal of Retailing and …, 2020 - Elsevier
Abstract Ensuring “On-shelf Availability”(OSA) or avoiding “Out of stock” events (OOS) in a
store is a key factor for customer satisfaction. Likewise, logistics rationalization throughout …

Predicting out-of-stock using machine learning: an application in a retail packaged foods manufacturing company

JMR Andaur, GA Ruz, M Goycoolea - Electronics, 2021 - mdpi.com
For decades, Out-of-Stock (OOS) events have been a problem for retailers and
manufacturers. In grocery retailing, an OOS event is used to characterize the condition in …

Supervised learning for Out-of-Stock detection in panoramas of retail shelves

L Rosado, J Gonçalves, J Costa… - … on Imaging Systems …, 2016 - ieeexplore.ieee.org
Improving inventory management is essential to retailer profitability. This paper proposes a
supervised learning approach for Out-of-Stock (OOS) detection by Texture, Color and …

Enhanced Out-of-Stock Detection in Retail Shelf Images Based on Deep Learning

F Šikić, Z Kalafatić, M Subašić, S Lončarić - Sensors, 2024 - mdpi.com
The term out-of-stock (OOS) describes a problem that occurs when shoppers come to a store
and the product they are seeking is not present on its designated shelf. Missing products …