Enhancing Customer Engagement in Loyalty Programs Through AI-Powered Market Basket Prediction Using Machine Learning Algorithms

M Meftah, S Ounacer, M Azzouazi - Engineering Applications of Artificial …, 2024 - Springer
Artificial Intelligence (AI) has paved the way for numerous technological advancements in
various fields, seamlessly connecting one domain to another. In the realm of large-scale …

Deep Learning based Market Basket Analysis using Association Rules

H Ghous, M Malik, I Rehman - KIET Journal of Computing and …, 2023 - kjcis.kiet.edu.pk
Abstract Market Basket Analysis (MBA) is a data mining technique assisting retailers in
determining the customer's buying habits while making new marketing decisions as the …

[PDF][PDF] Market Basket Analysis of Cosmetic Products using Apriori Algorithm

A Tripathi, S Pandey - Journal) Volume, 2022 - vimjins.co.in
Market basket analysis (MBA) is defined as association rule mining or affinity analysis. It is a
data-mining approach that originated in the field of marketing but has recently found …

Επιχειρηματική αναλυτική στην πράξη: τμηματοποίηση πελατειακής βάσης και ανάλυση καλαθιού αγορών για ένα ηλεκτρονικό κατάστημα μίας αλυσίδας στο χώρο του …

Σ Σιώλου - 2024 - dione.lib.unipi.gr
H παρούσα εργασία αποσκοπεί στην εξερεύνηση τρόπων για την ενίσχυση των
επιχειρηματικών λειτουργιών και των διαδικασιών λήψης αποφάσεων, μέσω της χρήσης …

[PDF][PDF] UNDERSTANDING CUSTOMER BUYING PATTERNS THROUGH BUSINESS ANALYTICS

OI Kingsley - researchgate.net
As global businesses take a new turn, an intimate understanding of the customers to predict
their ultimate wants becomes the supreme goal of retail stores all around the world …

Data to Decisions: Optimizing E-commerce Sales Potential with Analytics

R Akshara, A Jain - … Research Journal on Advanced Engineering Hub …, 2024 - irjaeh.com
Descriptive, diagnostic, predictive, and prescriptive analytics play crucial roles in optimizing
the performance and user experience of an e-commerce site. Descriptive analytics involves …