Market Trends and Customer Segmentation for Data of Electronic Retail Store

Rodriguez-Pardo, Carlos; Patricio, Miguel A.; Berlanga, Antonio; Molina, Jose M.; DePison, FJM; Urraca, R; Quintian, H; Corchado, E

Abstract

Data analysis is comprised of a set of processes that allows a key support for making better decisions. The ability to analyse data in the field of retail trade allows companies to obtain valuable information such as understanding the profile of customers who demand a particular type of product, optimizing the price of certain products, identifying customers interested in such products and analysing the best way to approach them. This paper will present results obtained during the development of an analysis process on the data of an electronic retail store. The analysis will show the results obtained and validated by end users using different visualization techniques. Finally, the result of applying client segmentation using self-organized maps and the interpretation of their results in a visual way will be discussed.

Más información

Título según WOS: ID WOS:000432880600044 Not found in local WOS DB
Título de la Revista: BIO-INSPIRED SYSTEMS AND APPLICATIONS: FROM ROBOTICS TO AMBIENT INTELLIGENCE, PT II
Volumen: 10334
Editorial: SPRINGER INTERNATIONAL PUBLISHING AG
Fecha de publicación: 2017
Página de inicio: 519
Página final: 530
DOI:

10.1007/978-3-319-59650-1_44

Notas: ISI