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http://dx.doi.org/10.7469/JKSQM.2016.44.4.735

Quality Management Study of Weapon System using Ontology  

An, Youngjun (School of Industrial Management Engineering, Korea University)
Seo, Yoonho (School of Industrial Management Engineering, Korea University)
Publication Information
Journal of Korean Society for Quality Management / v.44, no.4, 2016 , pp. 735-749 More about this Journal
Abstract
Purpose: This study is addressing the establishment of the knowledge information system supplying the quality management of weapon system. It is going to support the continuous quality management through the linkages and integration between the product structure and the quality information. Methods: The interrelated relationship of the product structure information and quality information of weapon system would be expressed explicitly by taking advantage of the ontology concept. The quality information of distributed systems would be integrated through the SOA(Service Oriented Architecture)-based Web services. After defining the inference rules, which could be utilized in the quality management, in the constructed knowledge information system, the quality information would be inferred through the queries. Results: By building the integrated quality information knowledge system through the ontology and SOA, the connectivity between the product structures and dispersed quality information was enhanced. The utility and applicability of this study were checked up through the inferences on the products and quality information by using the information built by the semantic relationship of facts. Conclusion: We established the knowledge and information system as a systematic approach to support the quality management of weapon system. This is not affected by the organizations and systems, and it seems that it could be utilized across the quality management as the efficient knowledge sharing architecture supporting the quality management of weapon systems in the aspect of the product integration.
Keywords
Quality Management; Defense Quality; Ontology; Service Oriented Architecture; Knowledge Information;
Citations & Related Records
Times Cited By KSCI : 11  (Citation Analysis)
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1 Han, Changhee, Jinhee Shin, Donghee Yoo, Sungchun No, and Minyoung Ra. 2013. "Utilizing Ontology into Defense Domain." KOREA INFORMATION SCIENCE SOCIETY:129-131.
2 Hegge, HMH, and JC Wortmann. 1991. "Generic bill-of-material: a new product model." International Journal of Production Economics 23(1):117-128.   DOI
3 Hong, Chung-Seong, Hyun Kim, Joo-Haeng Lee, Hyun Chan Lee, Joonmyun Lee, and Soonhung Han. 2004. "An ontology-based approach for product knowledge sharing and integration." Society Of Cadcam Engineers:632-639.
4 Jang, Bong Ki. 2014. "A Study on the development quality control by application of QFD and Stage-gate in defense system." J Korean Soc Qual Manag 42(3):279-290.   DOI
5 Jang, Woo Hyuk. 2015. "A Study on Ontology Modeling for Weapon Parts Development Information." Journal of Korea Multimedia Society 18(7):873-885.   DOI
6 Keen, Martin, Amit Acharya, Susan Bishop, Alan Hopkins, Sven Milinski, Chris Nott, Rick Robinson, Jonathan Adams, and Paul Verschueren. 2004. "Patterns: Implementing an SOA using an enterprise service bus." IBM Redbooks 336.
7 Kim, Dae-Seok, Kyung-Ho Lee, Jung-Min Lee, Kwang Lee, and Jin-Ho Kim. 2011. "Building and Applying Shipbuilding Ontology for BOM Data Interoperability in Heterogeneous Shipbuilding PLM Systems." Transactions of the Society of CAD/CAM Engineers 16(3):197-206.
8 Kim, HunGil, SeMin Kwon, KyoungHo Cho, and Si-Il Sung. 2015. "Development of Quality Improvement Process based on the Maintenance Data of Weapon Systems." J Korean Soc Qual Manag. 43 (4):499-510.   DOI
9 Kim, Jin Young. 2015. "A Study on Corruption in Defense and Security Sector regarding to defense procurement projects corruption." The Korean Association for Corruption Studies 20(4):1-22.
10 Kim, Si-Ok, Chang-Woo Lee, and Sung-Hee Cha. 2013. "A Study on Process Control Modeling for Precision Guided Munitions Quality Control." J Korean Soc Qual Manag. 41(3):487-494.   DOI
11 Kim, Sung-Do, Suk-Joo Bae, Ji-Eung Yang, Kyu-Suk Chung, Moon-Charn Riew, Sung-Uk Lim, Myung-joon Kim, Sang Ho Park, and Ji-Sun Jeong. 2016. "Model Development and Analysis for Assessment of the National Defense Industry Quality Management." J Korean Soc Qual Manag. 44 (2):278-296.
12 Kim, Yongseop, and Deokhwan Kim. 2009. Balanced Quality Management: Concept and Application to Defense Acquisition.
13 Matsokis, Aristeidis, and Dimitris Kiritsis. 2010. "An ontology-based approach for Product Lifecycle Management." Computers in industry 61(8):787-797.   DOI
14 Lee, Sang Jin, and Yongsu Park. 2007. "The Effectiveness on the Certification of the Defense Quality System." Journal of the Korea Society for Quality Management 35 (3):101.
15 Lund, Ketil, Anders Eggen, Dinko Hadzic, Trude Hafsoe, and Frank T Johnsen. 2007. "Using web services to realize service oriented architecture in military communication networks." IEEE communications magazine 45(10):47-53.   DOI
16 Martinez-Costa, Micaela, Thomas Y Choi, Jose A Martínez, and Angel R Martinez-Lorente. 2009. "ISO 9000/1994, ISO 9001/2000 and TQM: The performance debate revisited." Journal of Operations Management 27(6):495-511.   DOI
17 McGuinness, Deborah L, and Frank Van Harmelen. 2004. "OWL web ontology language overview." W3C recommendation 10(10):2004.
18 Ministry of National Defense(MND). 2013. A Study of the Quality Assurance System and Enforcement about Military Supplies.
19 No, Changyeon. 2015. Quality Lifecycle Management for Weapon System. DEFENSE & TECHNOLOGY, 68-75.
20 Noy, Natalya F, and Deborah L McGuinness. 2001. Ontology development 101: A guide to creating your first ontology. Stanford knowledge systems laboratory technical report KSL-01-05 and Stanford medical informatics technical report SMI-2001-0880, Stanford, CA.
21 Noy, Natalya F., Michael Sintek, Stefan Decker, Monica Crubezy, Ray W. Fergerson, and Mark A. Musen. 2001. "Creating semantic web contents with protege-2000." IEEE INTELLIGENT SYSTEMS.
22 Erl, Thomas. 2008. Soa: principles of service design. Vol. 1: Prentice Hall Upper Saddle River.
23 Seo, Dong Jin, and Yoonho Seo. 2016. "A Method for build an Ontology-based Component Semantic Search System for Reconfiguration of Weapon System." Journal of the Korea Society for Simulation 25(1):11-20.   DOI
24 Yoo, Donghee, Minyoung Ra, Changhee Han, Jinhee Shin, and Sungchun No. 2013. "Intelligent Army Tactical Command Information System based on National Defense Ontology." Journal of the Korea Society of Computer and Information 18(3):79-89.   DOI
25 Noh, Jaeyong, and Sangbok Ree. 2011. "An Empirical Study on the Influence of Business Performance by the Defense Quality Management System." Journal of the Korean Society for Quality Management 39(3):444-460.
26 Brown, Alan, Simon Johnston, and Kevin Kelly. 2002. "Using service-oriented architecture and component-based development to build web service applications." Rational Software Corporation 6.
27 Choi, Jung-Hwoan, Jeong-Ho Park, Pyung Kim, Seungwoo Lee, Hanmin Jung, and Dongmin Seo. 2012. "Semantic Web based Multi-Dimensional Information Analysis System on the National Defense Weapons." JOURNAL OF THE KOREA CONTENTS ASSOCIATION 12 (11):502-510.   DOI
28 Clocksin, William, and Christopher S Mellish. 2003. Programming in PROLOG: Springer Science & Business Media.
29 Defense, Ministry of National. 2013. A Study of the Quality Assurance System and Enforcement about Military Supplies.
30 Gruber, Thomas R. 1995. "Toward principles for the design of ontologies used for knowledge sharing?" International journal of human-computer studies 43(5):907-928.   DOI