DocumentCode :
3120553
Title :
Using an ontology to solve the negotiation problems in mobile agent information system
Author :
Saad, Sawsan ; Zgaya, Hayfa ; Hammadi, Slim
Author_Institution :
LAGIS, Central Sch. in Lille, Villeneuve-d´´Ascq
fYear :
2008
fDate :
12-15 Oct. 2008
Firstpage :
3685
Lastpage :
3690
Abstract :
In this paper, we address the problem of negotiation process in a multi-agents system by using ontologies. Therefore, we present an ontology solution based on the knowledge management system for semantic heterogeneity. The proposed solution prevents the misunderstanding during the negotiation process though the agents´ communications. Our approach aims to facilitate, to automate the communications and to make the agents able to understand each other when using these ontologies. Thus, we propose a general architecture for Negotiation process which uses Ontology-based Knowledge Management System (NOKMS). This architecture consists of three layers: the Negotiation Layer (NL) that describes the negotiation process between the Initiator Static Agents (ISAs) and the Participant Mobile Agents (PMAs) by using suitable ontologies, the Semantic Layer (SEL) contains the semantic translator which uses in the case of misunderstanding of the sent messages between the agents, and the last one is the Knowledge Management Systems Layer (KMSL) which bases on the Intelligent Knowledge Base (IKB) to give the flexibility to our negotiation ontology. We will try to apply our architecture on the Multimodal Transport Information System (MTIS) project where we will use an agent architecture in our proposal NOKMS to improves the execution of negotiation process in multi-agents systems which use different ontologies in order to satisfy the transport customers.
Keywords :
deductive databases; mobile agents; multi-agent systems; ontologies (artificial intelligence); agent architecture; agents´ communications; initiator static agents; intelligent knowledge base; mobile agent information system; multiagents system; multimodal transport information system; negotiation layer; negotiation problems; ontology solution; ontology-based knowledge management system; participant mobile agents; semantic layer; semantic translator; Information systems; Instruction sets; Intelligent agent; Knowledge management; Management information systems; Mobile agents; Mobile communication; Multiagent systems; Ontologies; Proposals; Knowledge Management System; Multi-Agents Systems; Negotiation; Ontology; Transport Information System; component;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
ISSN :
1062-922X
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
Type :
conf
DOI :
10.1109/ICSMC.2008.4811872
Filename :
4811872
Link To Document :
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