Results 251 to 260 of about 25,623,750 (294)

Personalized and Contextualized Data Analysis for E-Commerce Customer Retention Improvement With Bi-LSTM Churn Prediction

IEEE transactions on consumer electronics
This study examines the issue of customer churn in the context of e-commerce businesses. Customer churn, or losing customers, poses a significant challenge for these businesses as they strive to retain a loyal customer base.
Qing Wei
semanticscholar   +1 more source

Customer Churn Analysis and Prediction in Banking Industry using Machine Learning

2020 Sixth International Conference on Parallel, Distributed and Grid Computing (PDGC), 2020
Customer Churning is also known as customer attrition. Nowadays, there are almost 1.5 million customers that are churning in a year that is rising every year. The Banking industry faces challenges to hold clients.
Ishpreet Kaur, Jasleen Kaur
semanticscholar   +1 more source

Integrating churn into the formal analysis of routing algorithms

2015 International Conference and Workshops on Networked Systems (NetSys), 2015
Mathematical modeling and analysis of distributed systems, mostly applied with the goal of the correctness or asymptotic behavior of a system, rarely provides concrete results and often disregards or simplifies network dynamics. However, concrete performance bounds on a system under churn are highly useful both as a validation of empirical results and ...
Stefanie Roos, Giang T. Nguyen 0002, Thorsten Strufe   +2 more
openaire   +1 more source

Predictive churn analysis with machine learning methods

2018 26th Signal Processing and Communications Applications Conference (SIU), 2018
In this study, we analyzed the well known machine learning algorithms which are mostly used in the past studies to design a new model to predict customer churn. In addition to logistic regression, Naive Bayes classifier, desicion trees, support vector machines and artificial neural Networks, we designed a new hybrid model and analze the initial results.
Melike Günay, Tolga Ensari
openaire   +1 more source

Customer Churn Analysis and Prediction Using Data Mining Models in Banking Industry

International Workshop on Big Data and Information Security, 2019
A new method for customer churn analysis and prediction has been proposed. The method uses data mining model in banking industries. This has been inspired by the fact that there are around 1,5 million churn customers in a year which is increasing every ...
Ketut Gde Manik Karvana, S. Yazid, Amril Syalim, P. Mursanto   +3 more
semanticscholar   +1 more source

Customer churn prediction for retention analysis

Abstract This abstract provides a comprehensive overview of the research on Customer Churn Prediction for Retention Analysis. In today’s corporate context, understanding and mitigating customer churn has become critical for long-term success.
Rajesh Saturi, Siripothula Rahul, Zuha Siddiqui, Rachamalla Nikhitha   +3 more
openaire   +1 more source

Micro- and macro-level churn analysis of large-scale mobile games

Knowledge and Information Systems, 2019
As mobile devices become more and more popular, mobile gaming has emerged as a promising market with billion-dollar revenue. A variety of mobile game platforms and services have been developed around the world.
Xi Liu, Muhe Xie, Xidao Wen, Rui Chen, Yong Ge, N. Duffield, Na Wang   +6 more
semanticscholar   +1 more source

OLAP analysis of churn in the telecom's role

2011 International Conference on Computer Science and Service System (CSSS), 2011
The paper is based on the item that the supporting system of XX telecom company analysis as background, take the churn customer in telecom as study target, analysis the characteristic of churn customer fatherly. It is an important problem that the research object established and the data sample for analysis chose to the churn process multifactor ...
null Hai-fei Qin, null Jian-hua Hu
openaire   +1 more source

Prediction of Customer Plan using Churn Analysis for Telecom Industry

, 2020
In creating nations like India, there are in excess of 10 administrators giving versatile administration in each circle. With the presentation of number convenience portable client are progressively changing starting with one administrator then onto ...
A. P, S. A, Gomathi R.M., I. K.
semanticscholar   +1 more source

Churn analysis for an Iranian mobile operator

Telecommunications Policy, 2011
Abstract To survive in the challenging environment of a global market, organizations must recognize and analyze customer attitudes. To be competitive, organizations must recognize and forecast customer preferences and behaviors to maximize customer retention before their rivals do so.
Abbas Keramati, Seyed M.S. Ardabili
openaire   +1 more source