Please wait a minute...
Data Analysis and Knowledge Discovery  2018, Vol. 2 Issue (2): 20-28    DOI: 10.11925/infotech.2096-3467.2017.0906
Current Issue | Archive | Adv Search |
Modeling Conceptual Design Process for Dynamic Knowledge Management and Reuse
Fu Zhu1,2(), Jiang Yuxing2, Wang Yuefen2,3
1(School of Enterprise Management, Hohai University, Changzhou 213022, China)
2(School of Economics and Management, Nanjing University of Science and Technology, Nanjing 210094, China)
3(Jiangsu Collaborative Innovation Center of Social Safety Science and Technology, Nanjing 210094, China)
Download: PDF (705 KB)   HTML ( 3
Export: BibTeX | EndNote (RIS)      
Abstract  

[Objective] This study explores the semantic modeling technology for conceptual design process, aiming to effectively manage and reuse dynamic knowledge. [Methods] First, we analyzed the demands of semantic modeling from the perspectives of knowledge management and reuse. Then, we integrated the template and component technology to build semantic modeling system. Finally, we semantically modeled the design flow, which was integrated to the knowledge flow model. [Results] We proposed a two-layer modular encapsulation technology combining configurable flow template and knowledge component, which was used to construct the semantic modeling systems for the design and knowledge flow. [Limitations] We need to add case studies to our research. [Conclusions] The constructed semantic modeling system could effectively model the dynamic design knowledge in the conceptual design process.

Key wordsConceptual Design      Knowledge Management      Design Process Knowledge      Semantic Modeling      Flow Template      Knowledge Component     
Received: 07 September 2017      Published: 07 March 2018
ZTFLH:  G350  

Cite this article:

Fu Zhu,Jiang Yuxing,Wang Yuefen. Modeling Conceptual Design Process for Dynamic Knowledge Management and Reuse. Data Analysis and Knowledge Discovery, 2018, 2(2): 20-28.

URL:

https://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/10.11925/infotech.2096-3467.2017.0906     OR     https://manu44.magtech.com.cn/Jwk_infotech_wk3/EN/Y2018/V2/I2/20

[1] 石鑫, 同淑荣, 马飞. 面向重用的产品设计过程知识分类及表示研究[J]. 机床与液压, 2010, 38(17): 21-24.
doi: 10.3969/j.issn.1001-3881.2010.17.007
[1] (Shi Xin, Tong Shurong, Ma Fei.An Reuse-Oriented Knowledge Classification and Representation for Product Design Process[J]. Machine Tool & Hydraulics, 2010, 38(17): 21-24.)
doi: 10.3969/j.issn.1001-3881.2010.17.007
[2] 周峰. 产品设计过程的建模、仿真及优化研究[D]. 大连: 大连理工大学, 2008.
[2] (Zhou Feng.Study on Modeling, Simulation and Optimization of the Product Designing Process [D]. Dalian: Dalian University of Technology, 2008.)
[3] 张善辉. 机械产品设计知识管理系统的研究[D]. 济南: 山东大学, 2008.
[3] (Zhang Shanhui.Research on Design Knowledge Management System for Mechanical Product[D]. Ji’nan: Shandong University, 2008.)
[4] 温和林. 面向产品设计过程的知识流程建模与知识重用研究[D]. 上海: 上海交通大学, 2011.
[4] (Wen Helin.Research on Product Process Oriented Knowledge Process Modeling and Knowledge Reuse [D]. Shanghai: Shanghai Jiaotong University, 2011. )
[5] 李添益. 机械产品设计过程的路径决策及其模块化规划研究[D]. 杭州: 浙江大学, 2011.
[5] (Li Tianyi.Research on Design Route Generation and Modularization Planning in Mechanical Product Design [D]. Hangzhou: Zhejiang University, 2011.)
[6] 李慧清. 机械产品设计知识建模及应用[D]. 杭州: 浙江大学, 2011.
[6] (Li Huiqing.Research on the Modeling and Application of Mechanical Product Design Knowledge[D]. Hangzhou: Zhejiang University, 2011.)
[7] 郭俊. 产品设计过程中的任务建模及知识获取机制研究[D]. 上海: 上海交通大学, 2012.
[7] (Guo Jun.Research on Task Modeling and Knowledge Acquisition in Product Design Process[D]. Shanghai: Shanghai Jiaotong University, 2012.)
[8] 童立新. 基于工作流技术的知识推理过程建模及推理引擎的开发[D]. 上海: 上海交通大学, 2007.
[8] (Tong Lixin.Research on Reasoning Process Modeling and Knowledge Engine Development Based on Workflow Technology[D]. Shanghai: Shanghai Jiaotong University, 2007.)
[9] 李景洲. 基于工作流建模技术的信息系统开发方法[D]. 北京: 中国科学院计算技术研究所, 2001.
[9] (Li Jingzhou.A New Development Method for Information Systems Based on Workflow Modeling Technique [D]. Beijing: Institute of Computing Technology Academia Sinica, 2001.)
[10] 陈浩, 刘念, 胡艳军, 等. 基于工作流的知识建模研究[J].制造业自动化, 2005, 27(5): 8-12.
doi: 10.3969/j.issn.1009-0134.2005.05.004
[10] (Chen Hao, Liu Nian, Hu Yanjun, et al.Research of Knowledge Management Modeling Technology Based on Workflow[J]. Manufacturing Automation, 2005, 27(5): 8-12.)
doi: 10.3969/j.issn.1009-0134.2005.05.004
[11] 张晓刚, 李明树. 基于工作流的知识流建模与控制[J]. 软件学报, 2005, 16(2): 184-193.
[11] (Zhang Xiaogang, Li Mingshu.Workflow-Based Knowledge Flow Modeling and Control[J]. Journal of Software, 2005, 16(2): 184-193.)
[12] Han L, Yao Z, Liu S, et al.Application and Research of Ontology in Workflow Knowledge Meta-model[C]// Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design. 2007: 675-680.
[13] 阎嫕. 基于工作流知识的建模研究与实现[D]. 济南: 山东师范大学, 2008.
[13] (Yan Yi.Modeling Research and Implement Based on Workflow Knowledge [D]. Ji’nan: Shandong Normal University, 2008.)
[14] Zhang C, Xi J.An Integration Model of Workflow and Knowledge Flow[C]//Proceedings of the 2009 International Conference on Management and Service Science. IEEE, 2009: 1-4.
[15] Han L, Li M.Application and Research on Ontology in E-Government Workflow Model[C]//Proceedings of the 2010 International Conference on Computer, Mechatronics, Control and Electronic Engineering, 2010: 474-477.
[16] 刘巍巍, 邵文达, 刘晓冰. 面向机械产品创新与快速设计的知识建模方法研究[J]. 组合机床与自动化加工技术, 2014(5): 27-30.
doi: 10.13462/j.cnki.mmtamt.2014.05.007
[16] (Liu Weiwei, Shao Wenda, Liu Xiaobing.Research on the Knowledge Modeling Method of Innovative and Rapid Design in Mechanical Products[J]. Modular Machine Tool & Automatic Manufacturing Technique, 2014(5): 27-30.)
doi: 10.13462/j.cnki.mmtamt.2014.05.007
[17] Sadiq S, Sadiq W, Orlowska M.Pockets of Flexibility in Workflow Specification[C]// Proceedings of the 2001 International Conference on Conceptual Modeling: Conceptual Modeling. 2001: 513-526.
[18] Elst L V, Aschoff F R, Bernardi A, et al.Weakly-Structured Workflows for Knowledge-Intensive Tasks: An Experimental Evaluation[C]//Proceedings of the 12th International Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises. IEEE, 2003: 340-345.
[19] Adams M, Ter Hofstede A H M, Edmond D, et al. Worklets: A Service-Oriented Implementation of Dynamic Flexibility in Workflow s[A]// On the Move to Meaningful Internet Systems 2006: CoopIS, DOA, GADA, and ODBASE[M]. Springer Berlin Heidelberg, 2006: 291-308.
[20] 李竞杰, 王维平, 杨峰. 柔性工作流理论方法综述[J]. 计算机集成制造系统, 2010, 16(8): 1569-1577.
doi: 10.3724/SP.J.1238.2010.00585
[20] (Li Jingjie, Wang Weiping, Yang Feng.Review on Approaches of Flexible Workflow[J]. Computer Integrated Manufacturing Systems, 2010, 16(8): 1569-1577.)
doi: 10.3724/SP.J.1238.2010.00585
[21] 李申, 邵晓东, 常建涛. 面向产品设计过程的动态工作流建模方法[J]. 计算机集成制造系统, 2012, 18(6): 1136-1144.
[21] (Li Shen, Shao Xiaodong, Chang Jiantao.Dynamic Workflow Modeling Oriented to Product Design Process[J]. Computer Integrated Manufacturing Systems, 2012, 18(6): 1136-1144.)
[22] 郝佳, 阎艳, 王国新, 等. 面向用户的非几何设计知识组织方法[J]. 计算机集成制造系统, 2014, 20(6): 1300-1307.
doi: 10.13196/j.cims.2014.06.haojia.1300.8.2014064
[22] (Hao Jia, Yan Yan, Wang Guoxin, et al.User-Oriented Non- Geometry Design Knowledge Organization Method[J]. Computer Integrated Manufacturing Systems, 2014, 20(6): 1300-1307.)
doi: 10.13196/j.cims.2014.06.haojia.1300.8.2014064
[1] Li Ming, Li Ying, Zhou Qing, Wang Jun. Analyzing Knowledge Demand and Supply of Community Question Answering with TF-PIDF[J]. 数据分析与知识发现, 2021, 5(2): 106-115.
[2] Zhu Fu,Yuefen Wang,Xuhui Ding. Semantic Representation of Design Process Knowledge Reuse[J]. 数据分析与知识发现, 2019, 3(6): 21-29.
[3] Ding Shengchun,Liu Menglu,Fu Zhu. Unified Multidimensional Model Based on Knowledge Flow in Conceptual Design[J]. 数据分析与知识发现, 2018, 2(2): 11-19.
[4] Wang Yuefen,Fu Zhu,Wu Peng. Tech-Framework for Semantic Knowledge Management in Conceptual Design[J]. 数据分析与知识发现, 2018, 2(2): 2-10.
[5] Yang Liu,Fu Zhu,Wang Yuefen. Acquisition Method of Design Process Knowledge in Conceptual Design[J]. 数据分析与知识发现, 2018, 2(2): 29-36.
[6] Yan Duanwu,Wei Xueyan,Zhao Fei. Knowledge Reuse in Component-based Product Design[J]. 现代图书情报技术, 2016, 32(5): 72-79.
[7] Chen Guo, Hu Changping. Research on the Structural Features of Keyword Network of Scientific Research Areas:An Empirical Study of LIS[J]. 现代图书情报技术, 2014, 30(7): 84-91.
[8] Zhang Xiaolin. Trends and Challenges for Institutional Repositories[J]. 现代图书情报技术, 2014, 30(2): 1-7.
[9] Song Wen, Huang Jinxia, Liu Yi, Tang Yijie. SKE Key Technologies and Services for Knowledge Discovery[J]. 现代图书情报技术, 2012, 28(7): 13-18.
[10] Zhang Xing, Cai Shuqin, Xia Huosong, Hou Delin. Study on the Framework of an Enterprise's Knowledge Management System Based on Social Network[J]. 现代图书情报技术, 2011, 27(5): 36-41.
[11] Dou Yumeng. Review on Tag Meaning Disambiguation Methods Based on Web Collaborative Tagging[J]. 现代图书情报技术, 2010, 26(3): 27-32.
[12] Dou Yumeng,Zhao Danqun. An Overview of Research on Collaborative Tagging System[J]. 现代图书情报技术, 2009, 3(2): 9-17.
[13] Zhou Ning,Wang Miao. Research on Special Domain Oriented Knowledge Management Model Based on MUDs[J]. 现代图书情报技术, 2008, 24(5): 33-38.
[14] Liang Yong,Zhang Chengzhi,Wang Hao. Construction Periodical K-Map Based on CSSCI[J]. 现代图书情报技术, 2008, 24(2): 59-63.
[15] Wang Yuefen,Wang Haidan. Study on Method and Process of the Human Intelligence Network Construction Based on KM[J]. 现代图书情报技术, 2007, 2(9): 12-17.
  Copyright © 2016 Data Analysis and Knowledge Discovery   Tel/Fax:(010)82626611-6626,82624938   E-mail:jishu@mail.las.ac.cn