4th Asia Pacific International Conference on Industrial Engineering and Operations Management

CONSUMER ANALYTICS TOWARD DEVELOPMENT OF CROSS-SELLING PRODUCTS AT RETAIL BANKING: AN APPROACH ON BIG DATA AT X-BANK

Tô Phúc Nguyên Khương
Publisher: IEOM Society International
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Track: Business Management
Abstract

Based on the internal database as big data of X-Bank, 3,527 active customers with an initial length of service of more than 12 months, the method of data mining is concerned with the mathematic methods of K-Means of the cluster, Tree Decision, and Association Analysis are applied in the study. The findings show that with eight main products, such as VG (Visa Gold), VC (Visa Classis), MG (Master Gold), MS (Master Standard), VP (Visa Platinum), VV (Viva Violet Card), VA (Visa Auto Card), and others, VG and VC are the two top cards, in that the high-income customers, e.g. directors are more interested in VG card, while staffs concern VC card. In addition, using two cards, called the main card and the extra card, is popular. This is a potential chance for the bank to develop cross-selling products, which the product bundle strategies are packed into groups,

Published in: 4th Asia Pacific International Conference on Industrial Engineering and Operations Management, Vietnam

Publisher: IEOM Society International
Date of Conference: September 12-14, 2023

ISBN: 979-8-3507-0548-5
ISSN/E-ISSN: 2169-8767