Business Processes Reengineering Based on Data Mining

被引:0
|
作者
Deng Zhonghua [1 ]
Sun Limei [1 ]
机构
[1] Wuhan Univ, Ctr Studies Informat Resources, Wuhan 430072, Peoples R China
关键词
Data Mining; Data Warehouse; BPR; Core Business Process;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
As market competition intensifying, Business Process Reengineering (BPR) has become the inevitable choice for enterprises to develop their competitive advantages. Effectively promoting the implementation of BPR is an important way to scale the business for enterprises. As a new type of data-processing tools in dealing with massive data, Data Mining technology has an important role in transforming data into valuable information, supporting enterprises in business process reengineering, and so on. This paper discusses the data mining technology applied to support BPR with the help of the data analysis software -- SPSS. In this article presents the data mining technology in analyzing of critical success factors, identifying core business processes, optimizing the flow of information and feedback.
引用
收藏
页码:164 / 169
页数:6
相关论文
共 50 条
  • [1] Data mining for business process reengineering
    Lee, TE
    Otondo, R
    Kim, BO
    [J]. ISSUES AND TRENDS OF INFORMATION TECHNOLOGY MANAGEMENT IN CONTEMPORARY ORGANIZATIONS, VOLS 1 AND 2, 2002, : 318 - 322
  • [2] REENGINEERING OF BUSINESS PROCESSES IN CRISIS
    Jovanovic, Verica
    Radanov, Pavle
    Panic, Biljana
    [J]. CASOPIS ZA EKONOMIJU I TRZISNE KOMUNIKACIJE, 2014, 4 (01): : 71 - 81
  • [3] Semantic reengineering of business processes
    Damjanovic, Violeta
    [J]. INFORMATION SYSTEMS, 2010, 35 (04) : 496 - 504
  • [4] On Integrating Data Mining into Business Processes
    Wegener, Dennis
    Rueping, Stefan
    [J]. BUSINESS INFORMATION SYSTEMS, PROCEEDINGS, 2010, 47 : 183 - 194
  • [5] Adaptive reengineering of ERP system based on data mining
    Lai Chaoan
    [J]. PROCEEDINGS OF E-ENGDET2006, 2006, : 132 - 136
  • [6] On Reusing Data Mining in Business Processes - A Pattern-Based Approach
    Wegener, Dennis
    Rueping, Stefan
    [J]. BUSINESS PROCESS MANAGEMENT WORKSHOPS, 2011, 66 : 264 - 276
  • [7] REENGINEERING OF BUSINESS PROCESSES MANAGEMENT AT AN ENTERPRISE
    Ryaschenko, V. P.
    [J]. ACTUAL PROBLEMS OF ECONOMICS, 2012, (135): : 125 - 130
  • [8] The use of groupware in the reengineering of business processes
    Kesner, RM
    [J]. CAUSE 95 - REALIZING THE POTENTIAL OF INFORMATION RESOURCES: INFORMATION, TECHNOLOGY, AND SERVICES, 1996, : 325 - 335
  • [9] Research on choosing critical business processes in business processes reengineering (BPR)
    Cai, L
    Shi, YJ
    Fei, YP
    [J]. 98 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, PROCEEDINGS, 1998, : 624 - 628
  • [10] Research on Reengineering of ERP System Based on Data Mining and MAS
    Yi, Fingrong
    Lai, Chaoan
    [J]. KAM: 2008 INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING, PROCEEDINGS, 2008, : 180 - 184