Adaptive model to support business process reengineering

被引:8
|
作者
Bayomy, Noha Ahmed [1 ]
Khedr, Ayman E. [2 ]
Abd-Elmegid, Laila A. [1 ]
机构
[1] Helwan Univ, Fac Comp & Artificial Intelligence, Informat Syst Dept, Cairo, Egypt
[2] Future Univ Egypt FUE, Fac Comp & Informat Technol, Informat Syst Dept, Cairo, Egypt
关键词
Business Process Reengineering; Critical Success Factors; Data Mining;
D O I
10.7717/peerj-cs.505
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The one constant in the world is change. The changing dynamics of business environment enforces the organizations to re-design or reengineer their business processes. The main objective of such reengineering processes is to provide services or produce products with the possible lowest cost, shortest time, and best quality. Accordingly, Business Process Re-engineering (BPR) provides a roadmap of how to efficiently achieve the operational goals in terms of enhanced flexibility and productivity, reduced cost, and improved quality of service or product. In this article, we propose an efficient model for BPR. The model specifies where the breakdowns occur in BPR implementation, justifies why such breakdowns occur, and proposes techniques to prevent their occurrence again. The proposed model has been built based on two main sections. The first section focuses on integrating Critical Success Factors (CSFs) and the performance of business processes during the reengineering processes. Additionally, it implements the association rule mining technique to investigate the relationship between CSFs and different business processes. The second section aims to measure the performance of business processes (intended success of BPR) by process time, cycle time, quality and cost before and after reengineering processes. A case study of the Egyptian Tax Authority (ETA) is used to test the efficiency of the proposed model.
引用
收藏
页码:1 / 25
页数:25
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