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Ontology-based semantic models for supply chain management

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Abstract

The efficiencies of supply chain management (SCM) are often impaired by inconsistent exchange and sharing of knowledge semantics among supply chain partners. To address this problem with semantic integration, this paper presents an approach to developing ontologies of supply chain management (Onto-SCM) as a common semantic model of the SCM domain. The Onto-SCM semantic model is constructed in a modular way in order to enhance its reusability and maintainability. The IDEF5 schematic language is employed to provide the graphical representation of Onto-SCM for intuitive communication between domain experts and users. Furthermore, Ontolingua is adopted to define formal semantics of Onto-SCM for effective knowledge interoperability. In addition, a case study of a printer supply chain is illustrated to demonstrate the proposed approach to semantic integration for SCM. Finally, a prototype is developed to support visualized knowledge modeling of the case system using the IDEF5 schematic language and to implement consistent knowledge transformation among heterogeneous applications in the supply chain.

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References

  1. Ulieru M, Cobazru M (2005) Building holonic supply chain management systems: an e-logistics application for the telephone manufacturing industry. IEEE Trans Ind Inform 1:18–30

    Article  Google Scholar 

  2. Lin HK, Harding JA, Shahbaz M (2004) Manufacturing system engineering ontology for semantic interoperability across extended project teams. Int J Prod Res 42:5099–5118

    Article  Google Scholar 

  3. Studer R, Benjamins VR, Fensel D (1998) Knowledge engineering: principles and methods. Data Knowl Eng 25:161–197

    Article  MATH  Google Scholar 

  4. Pinto HS, Martins JP (2004) Ontologies: How can they be built? Knowl Inform Syst 6:441–464

    Article  Google Scholar 

  5. Benslimane D, Leclercq E, Savonnet M, Terrasse M-N, Yétongnon K (2000) On the definition of generic multi-layered ontologies for urban applications. Comput Environ Urban Syst 24:191–214

    Article  Google Scholar 

  6. Grüninger M (2004) Ontology of the process specification language. In: Staab S, Studer R (eds) Handbook on ontologies. Springer, Berlin Heidelberg New York, pp 575–592

    Google Scholar 

  7. Fox MS, Gruninger M (1998) Enterprise modeling. AI Mag 19:109–121

    Google Scholar 

  8. Uschold M, King M, Moralee S, Zorgios Y (1998) The enterprise ontology. Knowl Eng Rev 13:31–89

    Article  Google Scholar 

  9. Blomqvist E, Levashova T, Öhgren A, Sandkuhl K, Smirnov A, Tarassov V (2005) Configuration of dynamic SME supply chains based on ontologies. In: Proceedings of the 2nd International Conference on Industrial Applications of Holonic and Multi-Agent Systems (HoloMAS), Copenhagen, Denmark, August 2005, pp 246–256

  10. KBSI (1994) IDEF5 method report. Available at: http://www.idef.com/Downloads.htm

  11. Genesereth MR, Fikes RE (1992) Knowledge interchange format version 3.0 reference manual. Available at: http://www.upv.es/sma/teoria/sma/kqml_kif/kif.pdf

  12. Gruber TR (1992) Ontolingua: a mechanism to support portable ontologies. Available at: http://citeseer.ist.psu.edu/gruber92ontolingua.html

  13. Gruber TR (1993) A translation approach to portable ontology specifications. Knowl Acq 5:199–220

    Article  Google Scholar 

  14. Corcho O, Fernández-López M, Gómez-pérez A (2003) Methodologies, tools and languages for building ontologies. Where is their meeting point? Data Knowl Eng 46:41–64

    Article  Google Scholar 

  15. Farquhar A, Fikes R, Rice J (1997) The Ontolingua server: a tool for collaborative ontology construction. Int J of Human-Computer Studies 46:707–727

    Article  Google Scholar 

  16. Huang GQ, Lau JSK, Mak KL (2003) The impacts of sharing production information on supply chain dynamics: a review of the literature. Int J Prod Res 41:1483–1517

    Article  Google Scholar 

  17. OAGi (2006) OAGIS 9.0. Open Applications Group, Incorporated (OAGi). Available at: http://www.openapplications.org/downloads/oagidownloads.htm

  18. OASIS (2004) Universal Business Language (UBL) 1.0. OASIS UBL Technical Committee. Available at: http://docs.oasis-open.org/ubl/cd-UBL-1.0/

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Authors and Affiliations

  1. Department of Industrial Engineering & Management, School of Mechanical Engineering, Shanghai Jiao Tong University, 800 Dong Chuan Road, Min Hang District, Shanghai, 200240, People’s Republic of China

    Yan Ye, Dong Yang, Zhibin Jiang & Lixin Tong

  2. College of Mechanical Engineering, Zhejiang University of Technology, Hangzhou, Zhejiang, 310032, People’s Republic of China

    Yan Ye

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  1. Yan Ye
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  2. Dong Yang
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  3. Zhibin Jiang
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  4. Lixin Tong
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Correspondence to Dong Yang.

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Ye, Y., Yang, D., Jiang, Z. et al. Ontology-based semantic models for supply chain management. Int J Adv Manuf Technol 37, 1250–1260 (2008). https://doi.org/10.1007/s00170-007-1052-6

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  • DOI: https://doi.org/10.1007/s00170-007-1052-6

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