Investigating path dependence and spatial characteristics for retail success using location allocation and agent-based approaches

J Zhang, DT Robinson - Computers, Environment and Urban Systems, 2022 - Elsevier
Agent-based models (ABMs) have been widely used to represent and investigate complex
systems and are a contemporary modelling approach used in the study of land-use change …

Data Analytics in Supply Chain Management: A State-of-the-Art Literature Review

F Darbanian, P Brandtner… - … and Supply Chain …, 2024 - journal.oscm-forum.org
In recent years, there has been a growing surge of interest in the application of data
analytics (DA) within the realm of supply chain management (SCM), attracting attention from …

Customer Segmentation Marketing Strategy Based on Big Data Analysis and Clustering Algorithm

X Li, YS Lee - Journal of Cases on Information Technology (JCIT), 2024 - igi-global.com
Traditional customer segmentation methods cannot obtain more effective information from
massive customer data, which affects the formulation of marketing strategies. Based on this …

Condiciones de omnicanalidad en un sector empresarial de Colombia

MV Cárdenas, LC Cano, ME Jiménez Ruiz… - Revista de Métodos …, 2023 - econstor.eu
El propósito de la investigación es indagar acerca del cumplimiento de las condiciones de
omnicanalidad en consumidores y en micronegocios del sector de alimentos procesados en …

Machine learning:: uma análise bibliométrica

E Martins, NV Galegale - International Journal of Innovation, 2023 - periodicos.uninove.br
Objective: Present an overview of scientific articles published in the last ten years on the
topic of machine learning (ML), with an emphasis on predictive algorithms …

Visual Merchandising Concepts in Planogram Development at Retail Product Shelves Based on Association Rules and Clustering of Customer Preference Analysis

JN Elquthb - 2024 - dspace.uii.ac.id
The increase in economic activity within society is supported by the distribution and
development of retail businesses that are becoming more widespread throughout Indonesia …

Analysing Transaction Data in Supermarkets-Role of Data Mining

NK Rajagopal, SK Subramaniam - 2024 Third International …, 2024 - ieeexplore.ieee.org
This research study is based on the analysis of transaction data in supermarkets. Various
mechanisms and technologies of data mining, data warehousing, and other consumer …

Store Segmentation in Retail Industry Using Clustering Algorithms

A Ünal, M Önal, T Kaya, T Özcan - International Conference on Intelligent …, 2022 - Springer
In today's digital age, the development of technology has made it easier for customers to
reach everything. Store segmentation, which is one of the new methods, can be done in …

Multi-Attribute Measurement Framework of Service Quality using Interval-valued Pythagorean Fuzzy in Emerging Markets

V Nalluri, LS Chen - 2023 - researchsquare.com
The purpose of this study is to develop a quantitative assessment of service quality for
grocery stores operators to translate the customer's expectations and perceptions into …

Analysis of Apriori and FP-Growth Algorithms for Market Basket Insights: A Case Study of The Bread Basket Bakery Sales

AE Widjaja - Journal of Digital Market and Digital Currency, 2024 - jdmdc.com
Market basket analysis is a crucial technique in retail for uncovering associations between
items frequently purchased together. This study aims to compare the effectiveness of the …