Ontological knowledge integration and sharing for collaborative product development

被引:9
作者
Li, Xiuzhen [1 ]
Wu, Zhenyong [2 ]
Goh, Mark [3 ,4 ]
Qiu, Siqi [5 ]
机构
[1] CSG Smart Sci & Technol Co Ltd, Shanghai, Peoples R China
[2] Guangxi Univ, Sch Mech Engn, Nanning, Peoples R China
[3] Natl Univ Singapore, NUS Business Sch, Singapore, Singapore
[4] Natl Univ Singapore, Logist Inst Asia Pacific, Singapore, Singapore
[5] Shanghai Jiao Tong Univ, Inst Comp Integrated Mfg, Sch Mech Engn, Shanghai Res Ctr Ind Informat, Shanghai, Peoples R China
关键词
Knowledge management; ontology; agent based systems; similarity measurement; SEMANTIC WEB; FRAMEWORK; DESIGN; PLATFORM; SYSTEMS; METHODOLOGY;
D O I
10.1080/0951192X.2017.1407876
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The product development process is knowledge intensive, involving the retrieval and reuse of sometimes heterogeneous knowledge. As the exchange of this knowledge can be challenging in a distributed environment, this paper presents a two-stage approach to integrate and share product knowledge effectively. The first stage is ontology integration. Through ontology mapping and merging, product knowledge from the local ontologies is integrated into a global ontology, and any repetitive knowledge is removed. The second stage is knowledge sharing. In the multiple ontologies, product knowledge is exchanged through multi-agents, and all the knowledge is retrieved. As a result, product knowledge is shared between the global and local ontologies, and among the local ontologies. A case on the Nose Landing Gear (NLG) product development is presented to highlight the potential of the proposed method.
引用
收藏
页码:275 / 288
页数:14
相关论文
共 50 条
  • [21] Ontology-based assembly design and information sharing for collaborative product development
    Kim, Kyoung-Yun
    Manley, David G.
    Yang, Hyungjeong
    COMPUTER-AIDED DESIGN, 2006, 38 (12) : 1233 - 1250
  • [22] An Integration Framework of Product Design Knowledge Oriented to Collaborative Design
    Jiang Cui-qing
    Ge Peng-fei
    Liu Song-wang
    MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 3067 - +
  • [23] The Knowledge Sharing Based on PLIB Ontology and XML for Collaborative Product Commerce
    Ma, Jun
    Luo, Guofu
    Li, Hao
    Xiao, Yanqiu
    WEB INFORMATION SYSTEMS AND MINING, PROCEEDINGS, 2009, 5854 : 518 - 526
  • [24] Ontology as a mechanism for application integration and knowledge sharing in collaborative design: A review
    Xie, Helen
    Shen, Weiming
    2006 10TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN, PROCEEDINGS, VOLS 1 AND 2, 2006, : 843 - 849
  • [25] AN IMPLEMENTATION APPROACH OF KNOWLEDGE SHARING AND INTEGRATION IN SUPPLY CHAINS
    Zhang, Chenghong
    Xu, Zhengchuan
    Zhang, Jiewei
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2010, 6 (12): : 5645 - 5655
  • [26] Designing a collaborative product development process from a knowledge management perspective
    Benabdellah, Abla Chaouni
    Zekhnini, Kamar
    Bag, Surajit
    Gupta, Shivam
    Jabbour, Ana Beatriz Lopes de Sousa
    JOURNAL OF KNOWLEDGE MANAGEMENT, 2024, 28 (08) : 2383 - 2412
  • [27] A hierarchical federated integration architecture for collaborative product development
    Sun, Hongbo
    Fan, Wenhui
    Shen, Weiming
    Xiao, Tianyuan
    Hao, Qi
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2012, 25 (10) : 901 - 913
  • [28] Semantic Relationship Based Knowledge Management and Reuse in Collaborative Product Development
    Assouroko, Ibrahim
    Ducellier, Guillaume
    Eynard, Benoit
    Boutinaud, Philippe
    PRODUCT LIFECYCLE MANAGEMENT: TOWARDS KNOWLEDGE-RICH ENTERPRISES (PLM 2012), 2012, 388 : 1 - 13
  • [29] Decision support oriented ontological modeling of product knowledge
    Zhang, Chao
    Zhou, Guanghui
    Lu, Qi
    PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2017, : 39 - 43
  • [30] Requirements for cross-domain Knowledge Sharing in collaborative Product-Service System design
    Wiesner, Stefan
    Lampathaki, Fenareti
    Biliri, Evmorfia
    Thoben, Klaus-Dieter
    PRODUCT-SERVICE SYSTEMS ACROSS LIFE CYCLE, 2016, 47 : 108 - 113