An ontology driven, procedural reasoning system-like agent model, for multi-agent based mobile workforce brokering systems

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Mousavi, ArashSchool of Computer Science, Faculty of Information Science and Technology, University Kebangsaan Malaysia (författare)

An ontology driven, procedural reasoning system-like agent model, for multi-agent based mobile workforce brokering systems

Artikel/kapitelEngelska2010

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2010
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LIBRIS-ID:oai:DiVA.org:ltu-14173
https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-14173URI

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Språk:engelska
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Upprättat; 2010; 20160603 (inah)
Problem statement: It has been proven that Believe, Desire, Intention (BDI) agent architecture, performs suitably in dynamic and unpredictable environments. Although BDI architecture has been formulated rigorously, implementing BDI architecture is not as straightforward as it has been promised. Nevertheless, the preeminent implementation of BDI architecture is Procedural Reasoning System (PRS) and Jadex is a Java-based platform that successfully applies PRS BDI architecture to implement BDI agents. However, Jadex utilizes XML format to represent plans, beliefs and goals which are the core of the PRS BDI agents. Although XML is a suitable format for exchanging data, it does not add any semantic to the data that it represents. Approach: In contrast, in our proposed Ontology driven PRS like model (O-PRS), we used Ontology with OWL format to represent Believes, Plans and Events. Our Ontology had been designed particularly for implementing BDI agents which are used in Mobile Workforce Brokering Systems (MWBS), a multi-agent system that automated the process of allocating tasks to Mobile Workforces. Results: This research was an endeavor to equip the PRS model with Ontology and semantic knowledge representation and reasoning capability. In this study firstly, our proposed model was formulated, then the model was been examined using a simulation tool (MWBS-SIM) which simulated MWBS in its Initialization phase. We used JADE to implement the Agents, Protégé OWL to create the Ontology and Jena as a semantic web platform by means of which MWBS is able to connect to the Ontology and apply the O-PRS model. Conclusion: The result of our simulation showed that O-PRS is a feasible approach. Furthermore, Ontology provided better means for knowledge sharing and navigation therefore, multi-agent systems constructed using O-PRS, were more generic and more adaptable in comparison with those that use XML.

Ämnesord och genrebeteckningar

NATURVETENSKAP Data- och informationsvetenskap Datavetenskap hsv//swe
NATURAL SCIENCES Computer and Information Sciences Computer Sciences hsv//eng
Dependable Communication and Computation Systems
Kommunikations- och beräkningssystem

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Nordin, M. J.School of Computer Science, Faculty of Information Science and Technology, University Kebangsaan Malaysia (författare)
Othman, Z. A.School of Computer Science, Faculty of Information Science and Technology, University Kebangsaan Malaysia (författare)
School of Computer Science, Faculty of Information Science and Technology, University Kebangsaan Malaysia (creator_code:org_t)

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Ingår i:Journal of Computer Science6:5, s. 557-5650973-2926

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https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-14173

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Av författaren/redakt...: Mousavi, Arash; Nordin, M. J.; Othman, Z. A.

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