Customer retention management: A complementary use of data mining and soft systems methodology
M Mehrabioun, BM Mahdizadeh - Human Systems …, 2021 - content.iospress.com
BACKGROUND: Customer retention and management of customer churn are deemed as
among the most significant issues for businesses. Given the fact that customer churn is not …
among the most significant issues for businesses. Given the fact that customer churn is not …
[HTML][HTML] Customer Churn Analysis Based on the Data-mining Approach: Hybrid Algorithm Incorporates Decision Tree and Bayesian Network
A Aghakhani Bezdi Langari - New Marketing Research Journal, 2023 - nmrj.ui.ac.ir
Today, companies and organizations are aware of the fact that customer retention leads to
greater profitability. Increasing competition causes the rate of customer churn to grow …
greater profitability. Increasing competition causes the rate of customer churn to grow …
[PDF][PDF] Soft Computing Method for Customer Churn Management
T Kadak - 2007 - Citeseer
There holds a common understanding in business, that retaining existing customers is the
best core marketing strategy to survive in an industry. Churn management is the term that …
best core marketing strategy to survive in an industry. Churn management is the term that …
Using Machine Learning Algorithms to Analyze Customer Churn in the Software as a Service (SaaS) Industry
L Çallı, S Kasım - Academic Platform Journal of Engineering and …, 2022 - dergipark.org.tr
Companies must retain their customers and maintain long-term relationships in industries
with intense competition. Customer churn analysis is defined in the literature as identifying …
with intense competition. Customer churn analysis is defined in the literature as identifying …
[PDF][PDF] Customer churn prediction in banking industry using K-means and support vector machine algorithms
AS Olaniyi, AM Olaolu… - International Journal …, 2020 - researchgate.net
This study proposes a customer churn mining structure based on data mining methods in a
banking sector. This study predicts the behavior of customers by using clustering technique …
banking sector. This study predicts the behavior of customers by using clustering technique …
Development of a customer churn model for banking industry based on hard and soft data fusion
There has been an increase in customer churn over the past few years—customers decide
not to continue purchasing products or services from an organization. Customers' data lie in …
not to continue purchasing products or services from an organization. Customers' data lie in …
Toward a hybrid data mining model for customer retention
BH Chu, MS Tsai, CS Ho - Knowledge-Based Systems, 2007 - Elsevier
The prevention of subscriber churn through customer retention is a core issue of Customer
Relationship Management (CRM). By minimizing customer churn a company maximizes its …
Relationship Management (CRM). By minimizing customer churn a company maximizes its …
Application of data mining techniques in customer relationship management: A literature review and classification
Despite the importance of data mining techniques to customer relationship management
(CRM), there is a lack of a comprehensive literature review and a classification scheme for it …
(CRM), there is a lack of a comprehensive literature review and a classification scheme for it …
[PDF][PDF] Predictive analysis of customer churn in telecom industry using supervised learning
SR Labhsetwar - ICTACT Journal on Soft Computing, 2020 - ictactjournals.in
Customer acquisition and retention is a key concern for several industries and is particularly
acute in fiercely competitive and fast growth businesses. Retaining a loyal customer is far …
acute in fiercely competitive and fast growth businesses. Retaining a loyal customer is far …
Machine learning models for predicting customer churn: a case study in a software-as-a-service inventory management company
N Phumchusri… - International Journal of …, 2024 - inderscienceonline.com
Software-as-a-service (SaaS) is a software-licensing model, which allows access to software
on a subscription basis using external servers. This article proposes customer churn …
on a subscription basis using external servers. This article proposes customer churn …