A voice of the customer real-time strategy: An integrated quality function deployment approach

被引:22
|
作者
Shen, Yixuan [1 ]
Zhou, Jian [1 ]
Pantelous, Athanasios A. [2 ]
Liu, Yanbao [3 ]
Zhang, Ziying [1 ]
机构
[1] Shanghai Univ, Sch Management, 99 Shangda Rd, Shanghai 200444, Peoples R China
[2] Monash Univ, Monash Business Sch, Dept Econometr & Business Stat, Wellington Rd, Clayton, Vic 3800, Australia
[3] Shanghai Zhiao Yihaodian Informat Technol Co Ltd, 60 Hulan West Rd, Shanghai 200443, Peoples R China
基金
中国国家自然科学基金;
关键词
Quality function deployment (QFD); Online reviews; Text mining; Voice of customer (VoC); GA-BP neural network; ONLINE REVIEWS; ENGINEERING CHARACTERISTICS; PRODUCT REVIEWS; KANO MODEL; QFD; REQUIREMENTS; REGRESSION; DESIGN; HELPFULNESS; IDENTIFICATION;
D O I
10.1016/j.cie.2022.108233
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the era of Industry 4.0, the rapid development of information technology in the last decade has provided new challenges for product improvement by enabling users to give their feedback and sentiments in real time. In this paper, combining with genetic algorithm back propagation neutral network, fuzzy inference method, and entropy-based synthesis evaluation method, we raise a full-process product improvement solution driven by online reviews, from the initial online review collection to the final engineering characteristic prioritization. The proposed novel integrated quality function deployment-based approach adheres to the customer-oriented design principle, allowing manufacturers to strengthen the launched product based on the spontaneously-articulated voice of customer, rather than the traditional expertise. In this way, an off-the-shelf product improvement strategy is available for enterprises, and its special advantages like fast adaptation and real-time responsiveness, would significantly reduce management costs, shorten response time to market dynamics, and enhance customer satisfaction. In addition, a case study in smartphone industry is conducted for illustration, and the results clearly demonstrate the effectiveness and practicability of the treatment.
引用
收藏
页数:19
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