Framework of multi-agent information retrieval system based on ontology and its application

被引：2

作者：

Wang, Jing-Yan ^{[1
]}

Zhu, Zhen ^{[1
]}

机构：

[1] Foshan Univ, Foshan 528000, Peoples R China

来源：

PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2008年

关键词：

information retrieval; multi-agent; system framework; ontology; urgency management; communal burst event;

D O I：

10.1109/ICMLC.2008.4620664

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

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 user's searching cost, and increase searching efficiency.

引用

页码：1615 / 1620

页数：6

共 50 条

[31] Ontology repository in multi-agent system
Obitko, M
Snásel, V
PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND APPLICATIONS, VOLS 1AND 2, 2004, : 853 - 858
[32] Bringing multi-agent systems into human organizations: Application to a multi-agent information system
Adam, E
Mandiau, R
CONCEPTUAL MODELING FOR NOVEL APPLICATION DOMAINS, PROCEEDINGS, 2003, 2814 : 168 - 179
[33] Multi-agent diagnostic system and its application
Rehemujiang
Tuerxun, G
Taxipulati
Xiashadan
PROCEEDINGS OF THE NINTH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN, VOLS 1 AND 2, 2005, : 492 - 496
[34] A Multi-agent Framework for Web Information Foraging: Application to MedlinePlus
Drias, Yassine
Kechid, Samir
NEW CONTRIBUTIONS IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, PT 1, 2015, 353 : 247 - 256
[35] The research on the framework of intelligent multi-agent based information system for dynamic alliances
Tang, XB
Zhou, Y
ORIENT ACADEMIC FORUM SPECIAL, 2004, : 287 - 293
[36] RESEARCH OF PERSONALIZED INFORMATION RETRIEVAL SYSTEM BASED ON MULTI-AGENT AND USER INTEREST MODEL
Zhu, Zhen
Wang, Jing-Yan
PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 2148 - 2152
[37] An Ontology-Based Multi-Agent System for Active Software Engineering Ontology
Pakdeetrakulwong, Udsanee
Wongthongtham, Pornpit
Siricharoen, Waralak V.
Khan, Naveed
MOBILE NETWORKS & APPLICATIONS, 2016, 21 (01): : 65 - 88
[38] An Ontology-Based Multi-Agent System for Active Software Engineering Ontology
Udsanee Pakdeetrakulwong
Pornpit Wongthongtham
Waralak V. Siricharoen
Naveed Khan
Mobile Networks and Applications, 2016, 21 : 65 - 88
[39] An ontology for multi-agent domain and application engineering
Leite, Adriana
Girardi, Rosario
Cavalcante, Uiratan
PROCEEDINGS OF THE 2008 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION, 2008, : 98 - +
[40] Ontology-based multi-agent system for automatic process
Li, Wen-Jie
Feng, Zhi-Yong
Chen, Gang
Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/Journal of Tianjin University Science and Technology, 2004, 37 (03): : 253 - 257

← 1 2 3 4 5 →