In order to achieve adaptive and efficient service composition, a task-oriented algorithm for discovering services is proposed. The traditional process of service composition is divided into semantic discovery and fun...In order to achieve adaptive and efficient service composition, a task-oriented algorithm for discovering services is proposed. The traditional process of service composition is divided into semantic discovery and functional matching and makes tasks be operation objects. Semantic similarity is used to discover services matching a specific task and then generate a corresponding task-oriented web service composition （TWC） graph. Moreover, an algorithm for the new service is designed to update the TWC. The approach is applied to the composition model, in which the TWC is searched to obtain an optimal path and the final service composition is output. Also, the model can implement realtime updating with changing environments. Experimental results demonstrate the feasibility and effectiveness of the algorithm and indicate that the maximum searching radius can be set to 2 to achieve an equilibrium point of quality and quantity.展开更多
虽然CBR(Case-based Reasoning)技术越来越深入地应用到工程领域特别是工艺设计问题,但是传统的CBR系统缺乏语义理解能力,这严重阻碍了CBR系统在CAPP(Computer Aided Process Planning)领域智能性发展。为了进一步提高CBR系统的智能性,...虽然CBR(Case-based Reasoning)技术越来越深入地应用到工程领域特别是工艺设计问题,但是传统的CBR系统缺乏语义理解能力,这严重阻碍了CBR系统在CAPP(Computer Aided Process Planning)领域智能性发展。为了进一步提高CBR系统的智能性,本体技术集成到CBR系统是一种趋势。以工艺事例库为例,研究了基于本体事例库的构建技术以及事例检索的相似度算法,并提出了一个新的语义相似度算法即W-IC-CD(Weighted Information Content and Concept Distance)。通过在机械CAPP应用分析,证实了该算法的有效性。展开更多
基金The National Key Technology R&D Program of Chinaduring the 11th Five-Year Plan Period(No2007BAF23B0302)the Major Research Plan of the National Natural Science Foundation of China(No90818028)
文摘In order to achieve adaptive and efficient service composition, a task-oriented algorithm for discovering services is proposed. The traditional process of service composition is divided into semantic discovery and functional matching and makes tasks be operation objects. Semantic similarity is used to discover services matching a specific task and then generate a corresponding task-oriented web service composition （TWC） graph. Moreover, an algorithm for the new service is designed to update the TWC. The approach is applied to the composition model, in which the TWC is searched to obtain an optimal path and the final service composition is output. Also, the model can implement realtime updating with changing environments. Experimental results demonstrate the feasibility and effectiveness of the algorithm and indicate that the maximum searching radius can be set to 2 to achieve an equilibrium point of quality and quantity.
文摘虽然CBR(Case-based Reasoning)技术越来越深入地应用到工程领域特别是工艺设计问题,但是传统的CBR系统缺乏语义理解能力,这严重阻碍了CBR系统在CAPP(Computer Aided Process Planning)领域智能性发展。为了进一步提高CBR系统的智能性,本体技术集成到CBR系统是一种趋势。以工艺事例库为例,研究了基于本体事例库的构建技术以及事例检索的相似度算法,并提出了一个新的语义相似度算法即W-IC-CD(Weighted Information Content and Concept Distance)。通过在机械CAPP应用分析,证实了该算法的有效性。
