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
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
收藏
页码:1615 / 1620
页数:6
相关论文
共 50 条
  • [21] TOWARDS AN ONTOLOGY-BASED MULTI-AGENT MEDICAL INFORMATION SYSTEM BASED ON THE WEB
    张全海
    施鹏飞
    Journal of Shanghai Jiaotong University, 2002, (02) : 194 - 197
  • [22] The Research on Multi-agent Framework for Decision Support System and Its Application
    Li, Yan
    PROCEEDINGS OF THE INTERNATIONAL SYMPOSIUM ON ELECTRONIC COMMERCE AND SECURITY, 2008, : 986 - 989
  • [23] A hierarchical and by role multi-agent organization: Application to the information retrieval
    Adam, E
    Mandiau, R
    ADVANCED DISTRIBUTED SYSTEMS, 2005, 3563 : 291 - 300
  • [24] Development of CMP Knowledge-Based Multi-Agent System by Application of Ontology
    Lin, Zone-Ching
    Chen, Chein-Chung
    Lin, Shing-Huei
    JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS, 2008, 29 (05): : 365 - 371
  • [25] Semantic Clustering Approach Based Multi-agent System for Information Retrieval on Web
    Alsulami, Bassma S.
    Abulkhair, Maysoon F.
    Essa, Fathy A.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2012, 12 (01): : 41 - 46
  • [26] Information fusion in a cooperative multi-agent system for web information retrieval
    Shaban, KB
    Basir, OA
    Hassanein, K
    Kamel, M
    PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOL II, 2002, : 1256 - 1262
  • [27] Multi-Agent Semantic Mining System Based on Ontology
    Wang, Hongxu
    Tang, Xiaoqiang
    Wang, Liguo
    2012 FOURTH INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION NETWORKING AND SECURITY (MINES 2012), 2012, : 655 - 657
  • [28] RESEARCH OF OUTLIER MINING FRAMEWORK FOR DATA STREAMS BASED ON MULTI-AGENT SYSTEM AND ITS APPLICATION
    Li Zhongwei
    2011 INTERNATIONAL CONFERENCE ON INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS (ICIMCS 2011), VOL 3: COMPUTER-AIDED DESIGN, MANUFACTURING AND MANAGEMENT, 2011, : 271 - 274
  • [29] Ontology-based computational intelligent multi-agent and its application to CMMI assessment
    Chang-Shing Lee
    Mei-Hui Wang
    Applied Intelligence, 2009, 30 : 203 - 219
  • [30] Ontology-based computational intelligent multi-agent and its application to CMMI assessment
    Lee, Chang-Shing
    Wang, Mei-Hui
    APPLIED INTELLIGENCE, 2009, 30 (03) : 203 - 219