一种面向汽车个性化定制的智能交互方法

中国机械工程

一种面向汽车个性化定制的智能交互方法

华尔天1,2;孙琦宗2;刘肖健3;钟嘉佶2;陈川2

1. 浙江省高端激光制造装备协同创新中心，杭州,310014
2. 浙江工业大学特种装备制造与先进加工技术教育部重点实验室，杭州,310014
3.浙江工业大学工业设计研究所，杭州,310023

出版日期:2017-10-10 发布日期:2017-10-10
基金资助:
国家自然科学基金资助项目（71373242）
National Natural Science Foundation of China （No. 71373242）

A Kind of Intelligent Interactive Method for Automotive Customization

HUA Ertian1,2;SUN Qizong2;LIU Xiaojian3;ZHONG Jiaji2;CHEN Chuan2

1.Zhejiang Provincial Collaborative Innovation Center of High-end Laser Manufacturing Equipment, Hangzhou,310014
2.Key Laboratory of Special Purpose Equipment and Advanced Manufacturing Technology,Ministry of Education, Zhejiang University of Technology, Hangzhou,310014
3.Institute of Contemporary Industrial Design, Zhejiang University of Technology, Hangzhou,310023

Online:2017-10-10 Published:2017-10-10
Supported by:
National Natural Science Foundation of China （No. 71373242）

摘要/Abstract

摘要： 针对传统汽车在线个性化定制服务中缺乏有效的交互，且消费者隐性需求的获取和转化研究不足等问题，研究了隐性需求的获取和转化以及产品定制特征的分析和表述，建立了产品特征与用户需求的映射模型，提出了一种基于组织符号学思想的智能交互方法，并采用黄金分割法对所提方法进行了迭代优化。最后利用汽车颜色的定制对此方法进行了测试。测试结果表明，该方法能在一定程度上提高个性化定制服务的互动性和引导性。

关键词: 智能交互, 个性化定制, 交互问答法, 隐性需求, 组织符号学

Abstract: Aiming at the problems that the absence of taking the considerations of the effective interactivity and that of the research on the acquisition and transformation for consumers' implicit demands in traditional automotive customization services, acquisitions and transformation for implicit demands were conducted, statements and analyses for customization characteristics were researched; and the mapping model between product characteristics and customer requirements was established, a method of intelligent interaction was proposed, which was based on organizational semiotics，then this method was optimized by golden section method. In final, the proposed method was tested by using the example of the customization in automotive colors. The results indicate that the method may improve interaction and the guidance of customization service in some ways.

Key words: intelligent interaction, personalized customization, method of interactive question answering, implicit demand, organizational semiotics

中图分类号:

TP391
TH166

华尔天1,2;孙琦宗2;刘肖健3;钟嘉佶2;陈川2. 一种面向汽车个性化定制的智能交互方法[J]. 中国机械工程.

HUA Ertian1,2;SUN Qizong2;LIU Xiaojian3;ZHONG Jiaji2;CHEN Chuan2. A Kind of Intelligent Interactive Method for Automotive Customization[J]. China Mechanical Engineering.

参考文献

[1]严建援, 甄杰, 谢宗晓, 等. 基于消费者创新的在线个性化产品定制模式研究[J]. 中国科技论坛,2016(10):109-114.
YAN Jianyuan, ZHEN Jie, XIE Zongxiao, et al. Pattern of Online Product Personalization Based on Consumer Innovation[J]. Forum on Science and Technology in China,2016(10):109-114.

[2]保时捷中国官网. 保时捷个性化定制系统[EB/OL]. [2017-05-25]. http://www.porsche.com/china/zh/modelstart/.
Official Porsche Website. Personalized Customization System of Official Porsche [EB/OL]. [2017-05-25]. http://www.porsche.com/china/zh/modelstart/.

[3]玛莎拉蒂中国官网. 玛莎拉蒂定制系统 [EB/OL]. [2017-05-25]. http://www.maserati.com.cn/maserati/cn/zh/shopping-tools.
Official Maserati Website. Personalized Customization System of Official Maserati [EB/OL]. [2017-05-25]. http://www.maserati.com.cn/maserati/cn/zh/shopping-tools.

[4]高章存, 汤书昆. 基于认知心理学的企业知识创造机理探析——兼对野中郁次郎SECI模型的一个拓展[J]. 情报杂志, 2008, 27(8):87-91.
GAO Zhangcun, TANG Shukun. The Analysis of Mechanism of Enterprise Knowledge Creating Based on Cognitive Psychology[J]. Journal of Information, 2008, 27(8):87-91.

[5]王新海, 王志宏, 杨彤骥. 隐性需求层次演化系统动力学模型研究[J]. 情报杂志, 2009, 28(7):204-206.
WANG Xinhai, WANG Zhihong, YANG Tongyi. Research on the System Dynamics Model of Inexplicit Demand's Levels Evolution[J]. Journal of Information, 2009, 28(7):204-206.

[6]RONALD S, KECHENG L, MARK H, et al. Understanding the Roles of Signs and Norms in Organizations: a Semiotic Approach to Information Systems Design[J]. Behaviour & Information Technology,2000,19(1):15-27.

[7]RIPAMONTI L A, PERABONI C A . Managing the Design Manufacturing Interface in Virtual Enterprises through Multi User Virtual Environments: a Perspective Approach[J]. International Journal of Computer Integrated Manufacturing,2010,23(8):758-776.

[8]NOY C. Inhabiting the Family-car: Children-passengers and Parents-drivers on the School Run[J]. Semiotica,2012,191(12):309-333.

[9]MOAWAD N, LIU K, EL-HELLY M. Knowledge Elicitation and Representation in a Normative Approach: a Case Study in Diagnosis of Plant Diseases in Egypt[C]// Intelligent Systems (IS), 6th IEEE International Conference. Sofia, Bulgaria,2012:28-34.

[10]UTOYO A W. How Do People's Perceptions of Enjoy Jakarta Advertising Campaign Using a Social Semiotics Opinion?[J]. Advanced Science Letters,2017,23(1):92-95.

[11]EFFAH J, LIU K. Virtual Process Modelling Informed by Organizational Semiotics: a Case of Higher Education Admission[J]. IFIP Advances in Information & Communication Technology,2016,426(18):42-51.

[12]LI Weizi, LIU Kecheng, LIU Shixiong. Semiotics in Interoperation for Information Systems Working Collaboratively[J]. Communications in Computer & Information Science,2015,454:370-386.

[13]XU Shen, LIU Kecheng, TANG L C. Applying Organizational Semiotics for Developing Knowledge-based Cost Estimation of Construction Project[C]// International Conference on Informatics and Semiotics in Organizations. Toulouse,2015:80-91.

[14]程乐, 宫明玉, 李俭. 社会符号学视角下法律翻译对等研究[J]. 浙江大学学报(人文社会科学版),2016,46(4):60-70.
CHENG Le, GONG Mingyu, LI Jian. Equivalence in Legal Translation: Form a Sociosemiotic Perspective[J]. Journal of Zhejiang University (Humanities and Social Sciences),2016,46(4):60-70.

[15]姚锡凡, 李彬, 董晓倩,等. 符号学视角下的智慧制造系统集成框架[J]. 计算机集成制造系统,2014,20(11):2734-2742.
YAO Xifan, LI Bin, DONG Xiaoqian, et al. An Integrated Framework for Wisdom Manufacturing Systems in a Semiotic Perspective[J]. Computer Integrated Manufacturing System,2014,20(11):2734-2742.

[16]蒋树强, 闵巍庆, 王树徽. 面向智能交互的图像识别技术综述与展望[J]. 计算机研究与发展,2016,53(1):113-122.
JIANG Shuqiang, MIN Weiqing, WANG Shuhui. Survey and Prospect of Intelligent Interaction-oriented Image Recognition Techniques[J]. Journal of Computer Research and Development,2016,53(1):113-122.

[17]李敏, 倪少权, 黄强, 等. 物联网环境下基于上下文感知的智能交互模型[J]. 西南交通大学学报,2016,51(6):1239-1249.
LI Min, NI Shaoquan, HUANG Qiang,et al. Intelligent Interaction Model of Internet of Tings Based on Context Awareness[J]. Journal of Southwest Jiaotong University,2016,51(6):1239-1249.

[18]曹凤雪, 黄成, 薛小锋. 一种基于Agent的云服务组合的交互模型[J]. 计算机应用研究，2014,31(12):3804-3807.
CAO Fengxue, HUANG Cheng, XUE Xiaofeng. Interaction Model of Cloud Service Composition Based on Agent[J]. Application Research of Computers,2014,31(12):3804-3807.

[19]吴菊华, 孙德福, 李骏. 基于组织符号学的企业建模方法与应用研究[J]. 计算机应用研究,2009,26(1):230-232.
WU Juhua, SUN Defu, LI Jun. Business Model Framework Research Based on Organization Semiotics[J]. Application Research of Computers,2009,26(1):230-232.

[20]华罗庚. 华罗庚文集:应用数学卷.[M]. 北京：科学出版社,2010.
HUA Luogeng. Collection of Hua Luogeng: Applied Mathematics Volume[M]. Beijing：Science Press,2010.