Apply ontology and agent technology to construct virtual observatory

被引:22
作者
Chen, Ruey-Shun [2 ]
Chen, Duen-Kai [1 ]
机构
[1] Natl Chiao Tung Univ, Inst Informat Management, Hsinchu 300, Taiwan
[2] China Univ Technol, Dept Informat Management, Taipei 116, Taiwan
关键词
multi-agent systems; ontology; web services; virtual observatory;
D O I
10.1016/j.eswa.2007.02.018
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The need to deal with abundance and heterogeneous information is apparent in the astronomy community. The virtual observatory (VO) concept is the astronomical community's response to alleviate this problem and Web services serve as one of the most important VO enabling technologies. However, one of the limitations of Web services is the lack of semantic description of its content, thus prohibits its ability to understand the queries and its inference capabilities. This study proposes to develop a conceptual framework based on multi-agent systems and ontology technology, in order to create a VO with semantically enriched Web services. Intelligent agents represent: (1) users to submit requests (2) perform semantic matching in between users' requests and Web services registered within agent platform, and (3) activate a serial of Web services. The capabilities offered by multi-agent systems to query and invoke semantically enriched Web Services is also exploited in this study. To validate the proposed framework, an illustration example is implemented in JADE agent platform to demonstrate how the proposed framework operates and how it benefits the research regarding to auroral images. (c) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2019 / 2028
页数:10
相关论文
共 19 条
[1]   Ontology negotiation between scientific archives [J].
Bailin, SC ;
Truszkowski, W .
THIRTEENTH INTERNATIONAL CONFERENCE ON SCIENTIFIC AND STATISTICAL DATABASE MANAGEMENT, PROCEEDINGS, 2001, :245-250
[2]  
BAOUSIS V, 2006, 2006 ACS IEEE INT C, P69
[3]  
Bravo MC, 2005, HIS 2005: 5TH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS, PROCEEDINGS, P482
[4]   ACTAM: Cooperative multi-agent system architecture for urban traffic signal control [J].
Chen, RS ;
Chen, DK ;
Lin, SY .
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2005, E88D (01) :119-126
[5]  
DAY M, 2005, ICALT 2005 5 IEEE IN, P318
[6]  
Djorgovski SG, 2005, CAMP 2005: SEVENTH INTERNATIONAL WORKSHOP ON COMPUTER ARCHITECTURE FOR MACHINE PERCEPTION , PROCEEDINGS, P125
[7]  
Fonseca F., 2002, T GIS, V6, P231, DOI DOI 10.1111/1467-9671.00109
[8]  
HUHNS M, 1997, IEEE INTERNET CO NOV, P81
[9]  
Jennings N. R., 1998, AGENT TECHNOLOGY FDN, P3, DOI [DOI 10.1007/978-3-662-03678-5_1, 10.1007/978-3-662-03678-5_1]
[10]  
Jing DS, 2005, INT GEOSCI REMOTE SE, P885