Customer lifetime value (CLV) insights for strategic marketing success and its impact on organizational financial performance

N Ali, OS Shabn - Cogent Business & Management, 2024 - Taylor & Francis
This paper delves into the intricate interplay among Customer Lifetime Value (CLV),
strategic marketing practices, and their impact on organizational financial performance …

OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction

Y Weng, X Tang, Z Xu, F Lyu, D Liu, Z Sun… - Proceedings of the 33rd …, 2024 - dl.acm.org
Customer Lifetime Value (CLTV) prediction is a critical task in business applications, such as
customer relationship management (CRM), online marketing, etc. Accurately predicting …

Disentangle Representation Learning with Excluding Confounding Bias for causal effect estimation

D You, D Wang, B Liu, X Ge, D Wu, X Wu - Knowledge-Based Systems, 2025 - Elsevier
Causal effect estimation aims to discover the impact of treatments on effects from
observational data. Existing approaches suffer from effectively overcoming confounding …

Adversarial-Enhanced Causal Multi-Task Framework for Debiasing Post-Click Conversion Rate Estimation

X Zhang, C Huang, K Zheng, H Su, T Ji… - Proceedings of the …, 2024 - dl.acm.org
In real-world industrial scenarios, post-click conversion rate (CVR) prediction models are
trained offline based on click events and subsequently applied online to both clicked and …

Skewness-aware Boosting Regression Trees for Customer Contribution Prediction in Financial Precision Marketing

HY Chen, CT Li, TY Chen - Companion Proceedings of the ACM Web …, 2024 - dl.acm.org
In an era of digital evolution, banking sectors face the dual challenge of nurturing a digitally
savvy demographic and managing potential dormant account holders. This study delves …

Deep Learning-Based Customer Lifetime Value Prediction in Imbalanced Data Scenarios: A Case Study

W Zhang, J Feng, F Li - International Conference on Swarm Intelligence, 2024 - Springer
Analyzing and estimating customer lifetime value (LTV) is crucial for enterprises. Utilizing a
game company's real needs and data as a case study, this paper proposes a two-stage …