A dynamic segmentation approach for targeting and customizing direct marketing campaigns
An important aspect of customer relationship management is the targeting of customer
segments with tailored promotional activities. While most contributions focus on the selection …
segments with tailored promotional activities. While most contributions focus on the selection …
A stochastic RFM model
R Colombo, W Jiang - Journal of Interactive Marketing, 1999 - journals.sagepub.com
A central problem in database marketing is how to choose which customers in the firm's
database to target with an offer. This paper presents a simple stochastic RFM model to carry …
database to target with an offer. This paper presents a simple stochastic RFM model to carry …
Flood susceptibility modeling in a subtropical humid low-relief alluvial plain environment: application of novel ensemble machine learning approach
This study has developed a new ensemble model and tested another ensemble model for
flood susceptibility mapping in the Middle Ganga Plain (MGP). The results of these two …
flood susceptibility mapping in the Middle Ganga Plain (MGP). The results of these two …
Data accuracy's impact on segmentation performance: Benchmarking RFM analysis, logistic regression, and decision trees
K Coussement, FAM Van den Bossche… - Journal of Business …, 2014 - Elsevier
Companies greatly benefit from knowing how problems with data quality influence the
performance of segmentation techniques and which techniques are more robust to these …
performance of segmentation techniques and which techniques are more robust to these …
The commercial use of segmentation and predictive modeling techniques for database marketing in the Netherlands
PC Verhoef, PN Spring, JC Hoekstra… - Decision Support …, 2003 - Elsevier
Although the application of segmentation and predictive modeling is an important topic in
the database marketing (DBM) literature, no study has yet investigated the extent of adoption …
the database marketing (DBM) literature, no study has yet investigated the extent of adoption …
Customer event history for churn prediction: How long is long enough?
M Ballings, D Van den Poel - Expert Systems with Applications, 2012 - Elsevier
The key question of this study is: How long should customer event history be for customer
churn prediction? While most studies in predictive churn modeling aim to improve models by …
churn prediction? While most studies in predictive churn modeling aim to improve models by …
Evaluating chi-squared automatic interaction detection
M van Diepen, PH Franses - Information Systems, 2006 - Elsevier
We propose a method to compute confidence bounds around the predictions from chi-
squared automatic interaction detection (CHAID). These bounds are useful for ex ante target …
squared automatic interaction detection (CHAID). These bounds are useful for ex ante target …
Optimizing Rhenania's direct marketing business through dynamic multilevel modeling (DMLM) in a multicatalog-brand environment
We introduce Dynamic Multilevel Modeling (DMLM) to a multicatalog-brand environment to
determine the optimal frequency, size, and customer segmentation of direct marketing …
determine the optimal frequency, size, and customer segmentation of direct marketing …
Broadband divide among SMEs: The role of size, location and outsourcing strategies
A Arbore, A Ordanini - International Small Business Journal, 2006 - journals.sagepub.com
While the digital gap between large and small firms is a fairly well-known phenomenon, this
article focuses on the divide within SMEs. Specifically, the aim is to analyse factors that may …
article focuses on the divide within SMEs. Specifically, the aim is to analyse factors that may …
Beyond average energy consumption in the French residential housing market: A household classification approach
In a new environment marked by the growing importance of Green House Gas emissions,
fuel poverty, and energy efficiency in the different national agendas, the comprehension of …
fuel poverty, and energy efficiency in the different national agendas, the comprehension of …