Retail business analytics: Customer visit segmentation using market basket data
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 …
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 …
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 …
recommendation systems and the product ratings' convergence of products. It further …
Market basket analysis: Complementing association rules with minimum spanning trees
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 …
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 …
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 …
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?
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 …
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 …
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
Some consumers have various product demands that are associated with each other.
Although there are methods for discovering the associations among co-purchased products …
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 …
customer purchase behavior helping to improve marketing activities such as product …