Automated geospatial Web Services composition based on geodata quality requirements

被引:24
|
作者
Cruz, Sergio A. B. [1 ,2 ]
Monteiro, Antonio M. V. [2 ]
Santos, Rafael [2 ]
机构
[1] EMBRAPA, Embrapa Agr Informat, BR-13083886 Campinas, SP, Brazil
[2] Natl Inst Space Res INPE, Sao Jose Dos Campos, SP, Brazil
关键词
Service-Oriented Architecture (SOA); Geoprocessing; Web Service composition; Geospatial analysis; Geodata quality; Artificial intelligence planning method; SEMANTICS;
D O I
10.1016/j.cageo.2011.11.020
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Service-Oriented Architecture and Web Services technologies improve the performance of activities involved in geospatial analysis with a distributed computing architecture. However, the design of the geospatial analysis process on this platform, by combining component Web Services, presents some open issues. The automated construction of these compositions represents an important research topic. Some approaches to solving this problem are based on Al planning methods coupled with semantic service descriptions. This work presents a new approach using Al planning methods to improve the robustness of the produced geospatial Web Services composition. For this purpose, we use semantic descriptions of geospatial data quality requirements in a rule-based form. These rules allow the semantic annotation of geospatial data and, coupled with the conditional planning method, this approach represents more precisely the situations of nonconformities with geodata quality that may occur during the execution of the Web Service composition. The service compositions produced by this method are more robust, thus improving process reliability when working with a composition of chained geospatial Web Services. (c) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:60 / 74
页数:15
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