A multi-agent based system for e-procurement exception management

E-procurement has become an important function of enterprise information systems. The process of e-procurement includes the automatic definition of product requirements, search and selection for suppliers, negotiation and contracting with suppliers. However, the adoption of e-procurement encounters...

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Bibliographic Details
Published in:Knowledge-based systems 2011-02, Vol.24 (1), p.49-57
Main Authors: Liu, Quan, Sun, Sherry X., Wang, Huaiqing, Zhao, Jing
Format: Article
Language:English
Subjects:
E-procurement
Exception
Flexibility
Intelligent agents
Management
Uncertainty
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Summary:E-procurement has become an important function of enterprise information systems. The process of e-procurement includes the automatic definition of product requirements, search and selection for suppliers, negotiation and contracting with suppliers. However, the adoption of e-procurement encounters various uncertainties from internal and external environments, such as inventory failure, sharp increased demand, and delivery delay. In this paper, we propose a novel agent-based architecture for an e-procurement system in which agent technology is applied to deal with the internal and external uncertainties. Through the collaboration and interaction between different agents, the architecture that we propose can enhance the flexibility to handle unexpected exceptions, thus leading to agile procurement management. To valid the feasibility of our approach, a case study has been conducted to investigate how our agents collaborate to manage the inventory failure exception which occurs in restaurant e-procurement.
ISSN:0950-7051
1872-7409
DOI:10.1016/j.knosys.2010.07.004