Intelligent business processes composition based on multi-agent systems

被引：55

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

来源：

EXPERT SYSTEMS WITH APPLICATIONS | 2014年 / 41卷 / 04期

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

页码：1189 / 1205

页数：17

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