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以顾客需求导向的产品评价体系构建研究
引用本文:陈晔,曹帅,徐海燕,卢 波.以顾客需求导向的产品评价体系构建研究[J].工业工程,2016,19(4):30.
作者姓名:陈晔  曹帅  徐海燕  卢 波
作者单位:(南京航空航天大学 经济与管理学院,江苏 南京 211100)
基金项目:国家自然科学基金资助项目(71471087)
摘    要:针对产品评价体系构建的问题,提出了一种通过对顾客评论信息的挖掘进行顾客需求的识别,进而应用数据聚类分析,自下而上地构建产品评价体系的方法。有别于传统多属性评价分析中大多通过自上而下(从概括到具体)方式进行评价体系构建的思路,该方法以顾客评价信息为导向,使最终构建出来的产品评价体系更具客观性,能有效为产品评价体系优化设计提供帮助,相关案例演算展示了方法的可行性。

关 键 词:   多属性决策    指标体系    语言评价集    逆向构建    顾客需求识别  

Customer Demand oriented Product Evaluation System Construction
CHEN Ye,CAO Shuai,XU Haiyan,LU Bo.Customer Demand oriented Product Evaluation System Construction[J].Industrial Engineering Journal,2016,19(4):30.
Authors:CHEN Ye  CAO Shuai  XU Haiyan  LU Bo
Affiliation:(College of Economy and Management, Nanjing University of Aeronautics and Astronautics, Nanjing 211100, China)
Abstract:Aiming at the problem of product evaluation system, a bottom-up method of constructing evaluation system of product is proposed, which needs mining customer reviews, identifying the needs of customers, and then applying data to a clustering analysis. Unlike traditional multiple attribute evaluation and analysis of the most top-down (from generalization to specific) approach to the idea of building evaluation system, this method is customer demand-oriented, from bottom to top, layers forward, so that the final product evaluation system contains more objective features, thus helping to optimize the product evaluation design. Finally, a case study demonstrates the feasibility of the proposed method.
Keywords:multiple attribute decision making  criteria set  linguistic evaluation set  reverse construction  customer needs' identification  
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