A review on customer segmentation methods for personalized customer targeting in e-commerce use cases

M Alves Gomes, T Meisen - Information Systems and e-Business …, 2023 - Springer
The importance of customer-oriented marketing has increased for companies in recent
decades. With the advent of one-customer strategies, especially in e-commerce, traditional …

Business Analytics in Customer Lifetime Value: An Overview Analysis

O Dogan, A Hiziroglu, A Pisirgen… - … Reviews: Data Mining …, 2025 - Wiley Online Library
In customer‐oriented systems, customer lifetime value (CLV) has been of significant
importance for academia and marketing practitioners, especially within the scope of …

Customer segmentation for improving marketing campaigns in the banking industry

C Ganar, P Hosein - 2022 5th Asia conference on machine …, 2022 - ieeexplore.ieee.org
The internet has had a significant impact on financial institutions by allowing customers to
access many bank services virtually thus creating a very competitive environment …

Customer Lifetime Value Prediction: An In-Depth Exploration with Regression, Regularization and Hyperparameter Tuning

VR Adhegaonkar, AR Thakur… - … on Trends in …, 2024 - ieeexplore.ieee.org
In today's dynamic business environment, companies have been strategically shifting
towards a customer-centric approach from their traditional product-centric focus. The main …

A proposition of customer value in a lifetime perspective for FMCG retailers

DJM Morgado - 2023 - repositorio.iscte-iul.pt
This master's dissertation addresses the challenge of building a Customer Lifetime Value
(CLV) framework based on behavioral data rather than relying solely on historical and …

Managing Customer Relationships Using Customer Lifetime Value and Customer Equity Metrics

R Jain - Performance Management, 2020 - taylorfrancis.com
The move towards a customer-centric approach to marketing, coupled with increasing
availability of customer transaction data, has led to an interest in customer valuation …

[PDF][PDF] Finding the Most Profitable customer using CLV

J Prathima, M Vaishnavi, R Perumalraja, S Kamalesh - researchgate.net
In marketing, Customer Lifetime Value (CLV) is a foreseeing of the net profit contributed to
the whole future relationship with a customer. CLV represents the total amount of money a …

[引用][C] Customer Lifetime Value Modelling

S Sharma - 2021