Skip to Main content Skip to Navigation
Poster communications

Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context

Clément Gautrais 1, 2 Peggy Cellier 3, 4 Thomas Guyet 5, 1 René Quiniou 1 Alexandre Termier 2, 1
1 LACODAM - Large Scale Collaborative Data Mining
IRISA-D7 - GESTION DES DONNÉES ET DE LA CONNAISSANCE, Inria Rennes – Bretagne Atlantique
4 LIS - Logical Information Systems
IRISA-D7 - GESTION DES DONNÉES ET DE LA CONNAISSANCE
Abstract : This paper presents a new model to detect and explain customer defection in a grocery retail context. This new model analyzes the evolution of each customer basket content. It therefore provides actionable knowledge for the retailer at an individual scale. In addition, this model is able to identify customers that are likely to defect in the future months.
Complete list of metadatas

Cited literature [3 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-01405172
Contributor : Alexandre Termier <>
Submitted on : Tuesday, November 29, 2016 - 3:57:09 PM
Last modification on : Tuesday, March 10, 2020 - 10:10:03 AM
Document(s) archivé(s) le : Monday, March 27, 2017 - 8:07:09 AM

File

paper-316.pdf
Publisher files allowed on an open archive

Identifiers

Citation

Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier. Understanding Customer Attrition at an Individual Level: a New Model in Grocery Retail Context. International Conference on Extending Database Technology (EDBT), Mar 2016, Bordeaux, France. ⟨10.5441/002/edbt.2016.87⟩. ⟨hal-01405172⟩

Share

Metrics

Record views

671

Files downloads

220