Intelligent business processes composition based on multi-agent systems

被引:57
作者
Garcia Coria, Jose A. [1 ]
Castellanos-Garzon, Jose A. [1 ]
Corchado, Juan M. [1 ]
机构
[1] Univ Salamanca, Dept Comp & Automat, E-37008 Salamanca, Spain
关键词
Multi-agent system; Web service; Cloud computing; Software component reuse; Software engineering; Business process composition; Machine learning; ONTOLOGIES; SOA;
D O I
10.1016/j.eswa.2013.08.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a novel model for automatic construction of business processes called IPCASCI (Intelligent business Processes Composition based on multi-Agent systems, Semantics and Cloud Integration). The software development industry requires agile construction of new products able to adapt to the emerging needs of a changing market. In this context, we present a method of software component reuse as a model (or methodology), which facilitates the semi-automatic reuse of web services on a cloud computing environment, leading to business process composition. The proposal is based on web service technology, including: (i) Automatic discovery of web services; (ii) Semantics description of web services; (iii) Automatic composition of existing web services to generate new ones; (iv) Automatic invocation of web services. As a result of this proposal, we have presented its implementation (as a tool) on a real case study. The evaluation of the case study and its results are proof of the reliability of IPCASCI. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1189 / 1205
页数:17
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