Title :
Framework of multi-agent information retrieval system based on ontology and its application
Author :
Wang, Jing-yan ; Zhu, Zhen
Author_Institution :
Foshan Univ., Foshan
Abstract :
In order to improve performance of existing information retrieval technology based on keyword matching, this paper introduces a framework of multi-agent information retrieval system based on ontology according to ontology theory and multi-agent theory. The design thought of system, functions of every agent, circulating mechanism and entire searching process are described in detail. This system model is applied in the urgency management of communal burst event after domain ontology is established under the collaboration of domain experts with ontology constructing engineers, can effectively makes information retrieval ascend to semantic level from syntax level, save userpsilas searching cost, and increase searching efficiency.
Keywords :
information retrieval; multi-agent systems; ontologies (artificial intelligence); circulating mechanism; domain ontology; keyword matching; multi-agent information retrieval system; multi-agent theory; ontology constructing engineers; ontology theory; searching process; Artificial intelligence; Automatic control; Collaboration; Control systems; Costs; Engineering management; Information retrieval; Machine learning; Ontologies; Visualization; Communal burst even; Information retrieval; Multi-agent; Ontology; System framework; Urgency management;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620664