Implementing an open reference architecture based on web service mining for the integration of distributed applications and multi-agent systems

Authors:
Dionisis D. Kehagias;Dimitrios Tzovaras;Efthimia Mavridou;Kostantinos Kalogirou;Martin Becker
Affiliations:
Centre for Research and Technology Hellas, Informatics and Telematics Institute, Thermi, Greece;Centre for Research and Technology Hellas, Informatics and Telematics Institute, Thermi, Greece;Centre for Research and Technology Hellas, Informatics and Telematics Institute, Thermi, Greece and Aristotle University of Thessaloniki, Department of Electrical and Computer Engineering, Thessal ...;Centre for Research and Technology Hellas, Hellenic Institute of Transport, Thermi, Greece;Fraunhofer Institute for Experimental Software Engineering, Kaiserslautern, Germany
Venue:
ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction
Year:
2010

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Abstract

This paper introduces an open reference architecture that enables seamless integration of distributed applications and agent-based systems. The reference architecture has been designed in order to be holistic, open and standards-abiding. It is based on an ontological framework that operates as a middleware between application developers and service providers on the one side and multiagent systems on the other one. The proposed architecture enables seamless integration of closed (standalone) applications, provided that these applications export their functionality in the form of public web services. Moreover, we propose a data mining framework that operates on web service data and performs classification of web services and their operations into their semantically described counterparts. This enables seamless integration of applications through the corresponding web service interfaces, based on the ontological framework. On the other hand we show that knowledge derived from web service mining can be used by multi-agent systems in order to provide composite functionalities derived from the distributed web service operations. Moreover, agents are capable to provide personalized services that fulfill user requirements, by taking into account the personal profile, as well as the history of the end user. The paper presents the prototype tools that have been implemented for the realization of the proposed reference architecture.