Agent-based Service-Oriented Intelligent P2P Networks for Distributed Classification

The paper addresses a new class of distributed intelligent systems emerging at the cross boundary of a number of new advanced topics of modern information technology, i.e. peer-to-peer systems, multi-agent systems, distributed data mining and classification, service-oriented architectures, etc. The...

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Bibliographic Details
Main Authors: Gorodetskiy, V., Karsaev, O., Samoilov, V., Serebryakov, S.
Format: Conference Proceeding
Language:English
Subjects:
Automation
Competitive intelligence
Computational intelligence
Informatics
Information technology
Intelligent agent
Intelligent networks
Intelligent systems
Peer to peer computing
Software prototyping
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Summary:The paper addresses a new class of distributed intelligent systems emerging at the cross boundary of a number of new advanced topics of modern information technology, i.e. peer-to-peer systems, multi-agent systems, distributed data mining and classification, service-oriented architectures, etc. The paper objective is, based on proof-of-concept case studies, to emulate and evaluate the service search and delivery processes using distributed "yellow pages" of agents operating on peer-to-peer basis, while assuming that the services are specified in FIPA-like format. The paper is developing an idea of using agent-based service oriented intelligent networks for distributed classification. It also presents two software prototypes of the "proof-of-concept" level explicating the problem peculiarities and demonstrating the proposed solutions.
DOI:10.1109/ICHIT.2006.253616