Ontological knowledge integration and sharing for collaborative product development

被引：11

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

来源：

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING | 2018年 / 31卷 / 03期

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

页码：275 / 288

页数：14

共 43 条

[1] An ontology-based universal design knowledge support system [J].

Afacan, Yasemin ;

Demirkan, Halime .

KNOWLEDGE-BASED SYSTEMS, 2011, 24 (04) :530-541

[2] Verification of knowledge shared across design and manufacture using a foundation ontology [J].

Anjum, Najam ;

Harding, Jennifer ;

Young, Robert ;

Case, Keith ;

Usman, Zahid ;

Changoora, Tish .

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2013, 51 (22) :6534-6552

[3]

Antzoulatos N., 2016, INT J PROD RES, P1

[4] Semantic Ontology Mapping for Interoperability of Learning Resource Systems using a rule-based reasoning approach [J].

Arch-int, Ngamnij ;

Arch-int, Somjit .

EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (18) :7428-7443

[5] OntoSTEP: Enriching product model data using ontologies [J].

Barbau, Raphael ;

Krima, Sylvere ;

Rachuri, Sudarsan ;

Narayanan, Anantha ;

Fiorentini, Xenia ;

Foufou, Sebti ;

Sriram, Ram D. .

COMPUTER-AIDED DESIGN, 2012, 44 (06) :575-590

[6] A methodology to facilitate knowledge sharing in the new product development process [J].

Bradfield, D. J. ;

Gao, J. X. .

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2007, 45 (07) :1489-1504

[7] JDER: A history-based forwarding scheme for delay tolerant networks using Jaccard distance and encountered ration [J].

Ciobanu, R. I. ;

Reina, D. G. ;

Dobre, C. ;

Toral, S. L. ;

Johnson, P. .

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2014, 40 :279-291

[8]

Davies J., 2006, SEMANTIC WEB TECHNOL

[9] Development of a data model and a prototype information sharing platform for DEMAT machine tools [J].

Dhokia, V. ;

Zhang, X. ;

Nassehi, A. ;

Newman, S. T. ;

Negre, J. ;

Plakhotnik, D. ;

Lauwers, B. .

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2015, 28 (04) :364-378

[10] The integration of lightweight representation and annotation for collaborative design representation [J].

Ding, Lian ;

Davies, Dannie ;

McMahon, Christopher A. .

RESEARCH IN ENGINEERING DESIGN, 2009, 20 (03) :185-200

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