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)
[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.
傅柱, 姜宇星, 王曰芬. 面向动态知识管理及重用的概念设计过程知识语义建模技术研究*[J]. 数据分析与知识发现, 2018, 2(2): 20-28.
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.
(Zhang Xiaogang, Li Mingshu.Workflow-Based Knowledge Flow Modeling and Control[J]. Journal of Software, 2005, 16(2): 184-193.)
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.
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.
(Yan Yi.Modeling Research and Implement Based on Workflow Knowledge [D]. Ji’nan: Shandong Normal University, 2008.)
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.
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.
(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.)
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.
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.
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.