基于语义Web Service的模型自动组合综述  

Survey of Automatic Model Composition Based on Semantic Web Service

作　　者：黄辉[1] 陈学广[1] 王志武[2] 

机构地区：[1]华中科技大学控制科学与工程系,武汉430074 [2]河南工程学院计算机科学与工程系,郑州451191

出　　处：《计算机科学》2013年第7期9-14,共6页Computer Science

基　　金：国家自然科学基金(60773188;61142010);广东省教育部产学研合作计划引导项目(2009B090300309);中央高校基本科研业务费项目(2010MS017)资助

摘　　要：回顾了DSS模型管理功能中模型组合概念的提出、发展和实现。对当前分布式模型管理以及模型组合的研究现状进行了综述,比较了主流的模型自动组合设计方法各自的优缺点。由于Web Service技术的出现,以及语义Web、人工智能规划等领域的创新应用,使得模型的自动组合有了实现的可能,但同时也面临难题:目前的分布式模型组合主要借鉴Web Service的自动组合技术,通过将模型封装为模型服务来把模型组合的问题转化为Web Service组合。然而模型组合有其自身的特点,例如定性和定量模型不能直接组合,使得传统的Web Service自动组合方法不完全适用。This paper reviewed the proposition, development and implementation of the model composition function in decision support systems （DSS）. A survey of distributed model management and model composition was given, and mul- tiple model composition methods were compared. Due to the emergence of Web Service technology, and the innovative application of both of the semantic Web and AI planning fields, the automatic composition of DSS models is possible. But some problems also exist. The distributed model composition methods mainly learn from the automatic Web service composition, and models are encapsulated into Web services. The problem of model composition is converted to Web service composition. However,model composition has its own characteristics that the traditional automatic Web service composition methods are not fully applicable, for example the direct composition of qualitative and quantitative models.

关 键 词：分布式DSS 语义WEB SERVICE 模型自动组合 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]