A new hybrid MCDM model combining DANP with VIKOR to improve e-store business

被引:213
作者
Chiu, Wan-Yu [1 ]
Tzeng, Gwo-Hshiung [2 ,3 ]
Li, Han-Lin [1 ]
机构
[1] Natl Chiao Tung Univ, Inst Informat Management, Hsinchu 30010, Taiwan
[2] Natl Chiao Tung Univ, Inst Management Technol, Hsinchu 30010, Taiwan
[3] Kainan Univ, Inst Project Management, Tao Yuan 338, Taiwan
关键词
e-Store business; Internet stores; Customers' needs; Marketing strategies; Multiple Criteria Decision-Making (MCDM); DEMATEL; Analytic Network Process (ANP); DEMATEL-based ANP (DANP); VIKOR; E-COMMERCE; CUSTOMER SATISFACTION; SERVICE QUALITY; DEMATEL; IMPACT; SITE; MOTIVATIONS; PERFORMANCE; FRAMEWORK; CONSUMERS;
D O I
10.1016/j.knosys.2012.06.017
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Many consumers today buy products and services from e-stores. Because e-store managers are responsible for allocating different resources, it is essential that they understand consumers' shopping behaviour to provide the best possible value for visitors to their websites. Therefore, the purpose of this article is to focus on assessing and improving strategies to reduce the gaps in customer satisfaction caused by interdependence and feedback problems among dimensions and criteria to achieve the aspiration level. We propose a new hybrid Multiple Attribute Decision Making (MADM) model, combining the Decision Making Trial and Evaluation Laboratory (DEMATEL), DEMATEL-based Analytic Network Process (DANP), and Vlsekriterijumsko KOmpromisno Rangiranje (VIKOR) methods to solve these problems. Then, three real cases are used to illustrate how the proposed new hybrid Multiple Criteria Decision-Making (MCDM) model improves e-store business. These results can provide e-store managers with a knowledge-based understanding of how to create marketing strategies that reduce the performance gaps of dimensions and criteria to satisfy consumers' needs and encourage customers to purchase more. Crown Copyright (C) 2012 Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:48 / 61
页数:14
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