Retail business analytics: Customer visit segmentation using market basket data

A Griva, C Bardaki, K Pramatari… - Expert Systems with …, 2018 - Elsevier
Basket analytics is a powerful tool in the retail context for acquiring knowledge about
consumer shopping habits and preferences. In this paper, we propose a business analytics …

Network analysis of pore structure of coral reef limestone and its implications for seepage flow

J Wang, X Huang, J Xu, Z Zhang, S Wang, Y Li - Engineering Geology, 2023 - Elsevier
Determining the seepage characteristics of coral reef limestone is highly significant for
engineering activities on relevant strata. In this paper, the pore structure information of two …

[HTML][HTML] Recommendation systems and convergence of online reviews: The type of product network matters!

DR Stöckli, H Khobzi - Decision Support Systems, 2021 - Elsevier
This paper examines the association between product networks generated by
recommendation systems and the product ratings' convergence of products. It further …

Market basket analysis: Complementing association rules with minimum spanning trees

MA Valle, GA Ruz, R Morrás - Expert Systems with Applications, 2018 - Elsevier
This study proposes a methodology for market basket analysis based on minimum spanning
trees, which complements the search for significant association rules among the vast set of …

Extending market basket analysis with graph mining techniques: A real case

IF Videla-Cavieres, SA Ríos - Expert Systems with Applications, 2014 - Elsevier
A common problem for many companies, like retail stores, it is to find sets of products that
are sold together. The only source of information available is the history of sales …

An intelligent approach to Big Data analytics for sustainable retail environment using Apriori-MapReduce framework

N Verma, J Singh - Industrial Management & Data Systems, 2017 - emerald.com
Purpose The purpose of this paper is to explore various limitations of conventional mining
systems in extracting useful buying patterns from retail transactional databases flooded with …

A methodology and theoretical taxonomy for centrality measures: What are the best centrality indicators for student networks?

K Vignery, W Laurier - Plos one, 2020 - journals.plos.org
In order to understand and represent the importance of nodes within networks better, most of
the studies that investigate graphs compute the nodes' centrality within their network (s) of …

Association rule mining untuk penentuan rekomendasi promosi produk

WA Triyanto - Simetris: Jurnal Teknik Mesin, Elektro dan Ilmu …, 2014 - jurnal.umk.ac.id
ABSTRAK Rekomendasi Promosi Produk merupakan model aplikasi dari hasil observasi
terhadap keadaan dan keinginan pelanggan untuk membeli suatu produk. Association Rule …

Discovery of associated consumer demands: Construction of a co-demanded product network with community detection

J Wu, Y Wang, S Shafiee, D Zhang - Expert Systems with Applications, 2021 - Elsevier
Some consumers have various product demands that are associated with each other.
Although there are methods for discovering the associations among co-purchased products …

Discovering customer purchase patterns in product communities: an empirical study on co-purchase behavior in an online marketplace

K Kafkas, ZN Perdahçı, MN Aydın - Journal of Theoretical and Applied …, 2021 - mdpi.com
Marketplace platforms gather and store data on each activity of their users to analyze their
customer purchase behavior helping to improve marketing activities such as product …