An agent-based electronic market simulator enhanced with ontology matching services and emergent social networks

An agent-based electronic market simulator enhanced with ontology matching services and emergent social networks

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Article ID: iaor201527336
Volume: 10
Issue: 3
Start Page Number: 265
End Page Number: 278
Publication Date: Aug 2015
Journal: International Journal of Simulation and Process Modelling
Authors: , , ,
Keywords: networks, e-commerce, communication
Abstract:

AEMOS is a simulator which aims to support the development of agent‐based electronic markets capable of dealing with the natural semantic heterogeneity existent in this kind of environment. AEMOS simulates a marketplace which provides ontology matching services, enhanced with the exploitation of emergent social networks, enabling an efficient and transparent communication between agents, even when they use different ontologies. The system recommends possible alignments between the agents' ontologies, and lets them negotiate and decide which alignment should be used to translate the exchanged messages. In this paper we propose a new ontology alignment negotiation process, which promotes the reutilisation and combination of already existing alignments, as well as the involvement of business agents in the alignment composition process. With this new model, we aim to achieve a higher adequacy of the used alignments, as well as a more accurate and trustful evaluation of the alignments.

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