AGENT ONTOLOGY INTEROPERABILITY APPROACH FOR MAS NEGOTIATIONS IN VIRTUAL ENTERPRISES
X. H. Wang, T. N. Wong, G. Wang
2010
Abstract
In supply chain management, a Virtual Enterprise (VE) is a dynamic alliance of partner companies. Multi-agent systems (MAS) have been introduced to facilitate negotiations among VE members. From the perspective of knowledge management, heterogeneous VE members utilize different knowledge structures and terminologies in their representative agents. To encourage their collaborative coordination and realize mutual understanding, agent ontology interoperability should be reached. In this paper, an approach for semantic ontology matching is proposed to generate correspondences among heterogeneous ontologies embedded in MAS; additionally, an ontology correspondence generation and negotiation protocol is developed to realize agent ontology interoperability in MAS negotiations.
References
- Bollegala, D., Matsuo, Y., Ishizuka, M., 2007. Measuring semantic similarity between words using web search engines. WWW2007, May 8-12, 2007, Banff, Alberta, Canada, 757-766.
- Camarinha-Matos, L.M., Afsarmanesh, H., (1999). The virtual enterprises concept: Infrastructures for virtual enterprises. Kluwer Academic Publishers: Boston, MA, 3-14.
- Chen, Y.J., Chen, Y.M., 2008. Development of a mechanism for ontology-based product lifecycle knowledge integration, Expert Systems with Applications, doi:10.1016/j.eswa.2008.01.049.
- Choi, N., Song, I.Y., Han, H., 2006. A survey on ontology matching. ACM SIGMOD record, 35(3), pp. 34-41.
- Cognitive Science Laboratory, Princeton University, 2006. WordNet a lexical database for the English language, viewed 10 May 2009. <http://wordnet.princeton.edu/> Garcia-Sanchez, F., Valencia-Garcia, R., Martinez-Bejar, R., Fernandez-Breis, J.T., 2009. An ontology, intelligent agent-based framework for the provision of semantic web services. Expert Systems with Applications, 36: 3167-3187.
- Islam, A., Inkpen, D., 2008. Semantic text similarity using corpus-based word similarity and string similarity. ACM Transactions on Knowledge Discovery from Data, 2(2): Article 10.
- Laera, L., Blacoe, L., Tamma, V., 2007. Argumentation over ontology correspondences in MAS. In Proceedings of the Sixth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2007), Honolulu, Hawaii, USA. International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), Hawaii, USA. Honolulu:acm, pp. 1293-1300.
- Norman, T.J., Preece, A., Chalmers, S., etc., 2004. Agentbased formation of virtual organisations. KnowledgeBased Systems, 17: 103-111.
- Lo, W.S., Hong, T.P., Jeng, R., 2008. A framework of ESCM multi-agent systems in the fashion industry, International Journal of Production Economics, doi:10.1016/j.ijpe.2007.09.010.
- Navarro, G., 2001. A guided tour to approximate string matching. ACM Computing Surveys, 33(1): 31-88.
- Trappey, C.V., Trappey, A.J.C., Huang, C.J., Ku, C.C., 2009. The design of a JADE-based autonomous workflow management system for collaborative SoC design. Expert Systems with Applications, 36, 2659- 2669.
Paper Citation
in Harvard Style
H. Wang X., N. Wong T. and Wang G. (2010). AGENT ONTOLOGY INTEROPERABILITY APPROACH FOR MAS NEGOTIATIONS IN VIRTUAL ENTERPRISES . In Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART, ISBN 978-989-674-022-1, pages 149-154. DOI: 10.5220/0002704301490154
in Bibtex Style
@conference{icaart10,
author={X. H. Wang and T. N. Wong and G. Wang},
title={AGENT ONTOLOGY INTEROPERABILITY APPROACH FOR MAS NEGOTIATIONS IN VIRTUAL ENTERPRISES},
booktitle={Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,},
year={2010},
pages={149-154},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002704301490154},
isbn={978-989-674-022-1},
}
in EndNote Style
TY - CONF
JO - Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,
TI - AGENT ONTOLOGY INTEROPERABILITY APPROACH FOR MAS NEGOTIATIONS IN VIRTUAL ENTERPRISES
SN - 978-989-674-022-1
AU - H. Wang X.
AU - N. Wong T.
AU - Wang G.
PY - 2010
SP - 149
EP - 154
DO - 10.5220/0002704301490154