Abstract: For implementation of an intelligent data and metadata exchange repository the intelligent agent oriented approach has been selected. In this work the conceptual structure and interaction principles of intelligent agents and ontological models in the intelligent data and metadata exchange repository will be offered. The main attention in this work will be paid to the development of intelligent search agent model realizing information extraction on ontological model of Data mining (DM) methods. In a client part of system there is considered the building of the intelligent agent of the repository user, the coordinator (manager) agent, which controls the common state of the system, and also fulfils the registration and authorizations of users, the resource (dataset) agent with partial usage of files structure with SDMX standard data. The model uses the service oriented architecture. Here is used the cross platform programming language Java, multi-agent platform Jadex, database server Oracle Spatial 10g, and also the development environment for ontological models - Protégé Version 3.4.

Keywords: repository, SDMX standart, data mining, semantic web, ontology, multiagent system, search algorithms, agent-oriented systems, intelligent agent, jadex, sdk, java, rdf, protégé, sparql, oracle splatiat.

ACM Classification Keywords: H.3.3 Information Search and Retrieval

Link:

DATA AND METADATA EXCHANGE REPOSITORY USING AGENTS IMPLEMENTATION

Tetyana Shatovska, Iryna Kamenieva

http://foibg.com/ibs_isc/ibs-16/ibs-16-p12.pdf