Semantic rule modelling for intelligent supplier discovery

International Journal of Computer Integrated Manufacturing

Volumn 27, Issue 6, 2014, Pages 570-590

  Ameri, Farhad ^a   McArthur, Christian ^a  

^a Texas State University   (United States)

Author keywords

Electronic marketplace; Manufacturing capability; Ontology; Semantic search; Service modelling; Supplier discovery

Indexed keywords

KNOWLEDGE REPRESENTATION; MANUFACTURE; MODELING LANGUAGES; ONTOLOGY; QUALITY OF SERVICE; SEARCH ENGINES; SUPPLY CHAINS;

DISTRIBUTED ENVIRONMENTS; ELECTRONIC MARKETPLACES; EXPERIMENTAL APPROACHES; MANUFACTURING CAPABILITY; SEMANTIC SEARCH; SEMANTIC WEB RULE LANGUAGE(SWRL); SERVICE ORIENTED FRAMEWORKS; SUPPLIER DISCOVERY;

SEMANTIC WEB;

EID: 84895922424     PISSN: 0951192X     EISSN: 13623052     Source Type: Journal    
DOI: 10.1080/0951192X.2013.834467     Document Type: Article

References (33)

1. Akarte, M. M., N. V. Surendra, B. Ravi, and N. Rangaraj. 2001. "Web Based Casting Supplier Evaluation Using Analytical Hierarchy Process." Journal of the Operational Research Society 52 (5): 511-522.
2. Ameri, F., and D. Dutta. 2008. "A Matchmaking Methodology for Supply Chain Deployment in Distributed Manufacturing Environments." Journal of Computing and Information Science in Engineering 8 (1): 110021-110029.
3. Ameri, F., and C. McArthur. 2011. "An Experimental Evaluation of a Rule-Based Approach to Manufacturing Supplier Discovery in Distributed Environments." ASME IDETC Conference Proceedings, 1121-1133. Washington, DC: ASME.
4. Ameri, F., C. McArthur, B. Asiabanpour, and M. Hayasi. 2011. "A Web-based Framework for Semantic Supplier Discovery for Discrete Part Manufacturing." Transactions of the North American Manufacturing Research Institution of SME. Corvallis, OR: Society of Manufacturing Engineers.
5. Ameri, F., and L. Patil. 2010. "Digital Manufacturing Market: A Semantic Web-Based Framework for Agile Supply Chain Deployment." Journal of Intelligent Manufacturing 23 (5): 1-16. doi:10.1007/s10845-010-0495-z.
6. Ameri, F., and J. D. Summers. 2008. "An Ontology for Representation of Fixture Design Knowledge." Computer Aided Design and Applications 5 (5): 601-611.
7. Armoutis, N., P. G. Maropoulos, P. Matthews, and C. Lomas. 2008. "Establishing Agile Supply Networks Through Competence Profiling." International Journal of Computer Integrated Manufacturing 21 (2): 166-173.
8. Blomqvist, E., T. Levashova, A. Ohgren, K. Sandkuhl, A. Smirnov, and V. Tarassov. 2005. "Configuration of Dynamic SME Supply Chains Based on Ontologies." Holonic and Multi-Agent Systems for Manufacturing, Proceedings 3593: 246-256.
9. Cai, M., W. Y. Zhang, and K. Zhang. 2010. "ManuHub: A Semantic Web System for Ontology-Based Service Management in Distributed Manufacturing Environments." IEEE Transactions on Systems, Man and Cybernetics, Part A 41 (3): 574-582.
10. Emiliani, M. L. 2004. "Sourcing in the Global Aerospace Supply Chain Using Online Reverse Auctions.' Industrial Marketing Management 33 (1): 65-72.
11. Emiliani, M. L., and D. J. Stec. 2004. 'Aerospace Parts Suppliers' Reaction to Online Reverse Auctions.' International Journal of Supply Chain Management 9 (2): 139-153.
12. Frakes, W. B., and R. Baeza-Yates. 1992. Information Retrieval: Data Structures and Algorithms. New York: Prentice Hall.
13. Gruninger, M., and C. Menzel. 2003. "The Process Specification Language (PSL) Theory and Applications." Ai Magazine 24 (3): 63-74.
14. Hindle, D. 1990. "Noun Classification from Predicate-Argument Structures." Proceedings of the 28th Annual Meeting of the Association for Computational Linguistics, 268-275. Stroudsburg, PA: Association for Computational Linguistics.
15. Hongwei, D., L. Benyoucef, and X. Xiaolan. 2005. "A Simulation Optimization Methodology for Supplier Selection Problem." International Journal of Computer Integrated Manufacturing 18 (2-3): 210-224.
16. Jain, V., S. Wadhwa, and S. G. Deshmukh. 2009. "Enhancing Flexibility in Supply Chains: Modelling Random Demands and Non-Stationary Supply Information." International Journal of Computer Integrated Manufacturing 22 (8): 812-822.
17. Kulvatunyou, B., C. Hyunbo, and S. Young Jun. 2005. "A Semantic Web Service Framework to Support Intelligent Distributed Manufacturing." International Journal of Knowledge-Based and Intelligent Engineering Systems 9 (2): 107-127.
18. Lastra, J. L. M., and M. Delamer. 2006. "Semantic Web Services in Factory Automation: Fundamental Insights and Research Roadmap." IEEE Transactions on Industrial Informatics 2 (1): 1-11.
19. Lemaignan, S., A. Siadat, J.-Y. Dantan, and A. Semenenko. 2006. MASON: A Proposal for an Ontology of Manufacturing Domain. Prague: Institute of Electrical and Electronics Engineers Computer Society.
20. McGuinness, D. L., R. Fikes, J. Hendler, and L. A. Stein. 2002. "DAML+OIL: An Ontology Language for the Semantic Web." IEEE Intelligent Systems 17 (5): 72-80.
21. Munguia, J., J. Lloveras, S. Llorens, and T. Laoui. 2010. "Development of an AI-Based Rapid Manufacturing Advice System." International Journal of Production Research 48 (8): 2261-2278.
22. Obitko, M., P. Vrba, V. Marik, M. Radakovic, and P. Kadera. 2010. "Applications of Semantics in Agent-Based Manufacturing Systems." Informatica (Ljubljana) 34 (3): 315-330.
23. Rada, R., H. Mili, E. Bicknell, and M. Blettner. 1989. "Development and Application of a Metric on Semantic Nets." IEEE Transactions on Systems, Man and Cybernetics 19 (1): 17-30.
24. Resnik, P. 2000. "Semantic Similarity in a Taxonomy: An Information-Based Measure and Its Application to Problems of Ambiguity in Natural Language." Journal of Artificial Intelligence Research 11: 95-130.
25. Russell, S., and P. Norvig. 2007. Artificial Intelligence: A Modern Approach. Englewood Cliffs, NJ: Prentice Hall.
26. Rzevski, G., P. Skobelev, and V. Andreev. 2007. MagentaToolkit: A Set of Multi-Agent Tools for Developing Adaptive Real-Time Applications. Berlin: Springer-Verlag.
27. Shea, K., C. Ertelt, T. Gmeiner, and F. Ameri. 2010. "Design-to- Fabrication Automation for the Cognitive Machine Shop." Advanced Engineering Informatics 24 (3): 251-268.
28. Sirin, E., B. Parsia, B. C. Grau, A. Kalyanpur, and Y. Katz. 2007. "Pellet: A Practical OWL-DL Reasoner." Web Semantics 5 (2): 51-53.
29. Tversky, A. 1977. "Features of Similarity." Psychology Review. 84 (4): 327-352.
30. Vujasinovic, M., N. Ivezic, B. Kulvatunyou, E. Barkmeyer, M. Missikoff, F. Taglino, Z. Marjanovic, and I. Miletic. 2009. "A Semantic-Mediation Architecture for Interoperable Supply-Chain Applications." International Journal of Computer Integrated Manufacturing 22 (6): 549-561.
31. Wu, T., and J. Blackhurst. 2009. "Supplier Evaluation and Selection: An Augmented DEA Approach." International Journal of Production Research 47 (16): 4593-4608.
32. Ye, Y., D. Yang, Z. B. Jiang, and L. X. Tong. 2008. "Ontology-Based Semantic Models for Supply Chain Management." International Journal of Advanced Manufacturing Technology 37 (11-12): 1250-1260.
33. Yu-Liang, C. 2010. "Rule-Based Ontological Knowledge Base for Monitoring Partners Across Supply Networks." Expert Systems with Applications 37 (2): 1400-1407.