基于词语语义和隐喻逻辑的顾客非结构化需求分析

中国机械工程 ›› 2013, Vol. 24 ›› Issue (08): 995-1000.

基于词语语义和隐喻逻辑的顾客非结构化需求分析

郭钢1;李浩1;周婧2

1.重庆大学,重庆,400044
2.西南大学,重庆,400715

出版日期:2013-04-25 发布日期:2013-05-08
基金资助:
国家高技术研究发展计划(863计划）资助项目（2007AA04Z1B1）；国家“十二五”科技支撑计划资助项目(2012BAF12B09, 2012BAH32F04)
National High-tech R&D Program of China (863 Program) （No. 2007AA04Z1B1）;
The National Key Technology R&D Program（No. 2012BAF12B09, 2012BAH32F04）

Customer Unstructured Requirement Analysis Based on Word Semantics and Metaphor Logical Techniques

Guo Gang1;Li Hao1;Zhou Jing2

1.Chongqing University,Chongqing,400044
2.Southwest University,Chongqing,400715

Online:2013-04-25 Published:2013-05-08
Supported by:

National High-tech R&D Program of China (863 Program) （No. 2007AA04Z1B1）;
The National Key Technology R&D Program（No. 2012BAF12B09, 2012BAH32F04）

摘要/Abstract

摘要：

针对新产品开发中顾客非结构化需求转换的难点和热点,结合自然语言处理和心理学投射等技术，利用自然语言词语语义相似度技术实现非结构化需求聚类，通过自由联想进行非结构化需求心理隐喻引出，并借助于格式塔逻辑系统方法将非结构化需求映射到产品技术特性上，从而实现顾客非结构化需求的挖掘和转换。最后通过一个实例验证了该方法的有效性。

关键词: 非结构化需求, 语义相似度, 心理隐喻, 新产品开发

Abstract:

Aim to solve the transform difficulties in unstructured requirements,by combing the natural language processing and psychological projection techniques,using natural language semantics similarity to cluster the unstructured requirements and the Gestalt logic system to map them to product technical traits,so the mining analysis and transformation of the unstructured requirements were actualized.The experimental results display the validity of the method.

Key words: unstructured requirement, semantics similarity, psychological metaphor, new product development

中图分类号:

F406

郭钢1, 李浩1, 周婧2. 基于词语语义和隐喻逻辑的顾客非结构化需求分析[J]. 中国机械工程, 2013, 24(08): 995-1000.

GUO Gang-1, LI Gao-1, ZHOU Jing-2. Customer Unstructured Requirement Analysis Based on Word Semantics and Metaphor Logical Techniques[J]. China Mechanical Engineering, 2013, 24(08): 995-1000.

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