A Workflow-Mining-Based Approach to Knowledge Maintenance

被引:0
作者
Li, Ming [1 ]
Liu, Lu [1 ]
Fan, Bei [1 ]
机构
[1] BeiHang Univ, Sch Econ & Management, Beijing, Peoples R China
来源
2008 IEEE SYMPOSIUM ON ADVANCED MANAGEMENT OF INFORMATION FOR GLOBALIZED ENTERPRISES, PROCEEDINGS | 2008年
关键词
management; workflow mining; knowledge repository; knowledge maintenance;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
The quality of knowledge in the knowledge repository determines the effects of knowledge reusing and sharing. The control of the knowledge maintenance process is necessary. Workflow system has been used to support the control of knowledge maintenance process. However, it is difficult to create an appropriate knowledge maintenance process. In this paper, workflow mining is used to support the design of knowledge maintenance process. At first, the characteristics of knowledge maintenance process are discussed deeply. Then the workflow-mining-based knowledge maintenance approach including the novel knowledge maintenance process mining algorithm is proposed. Finally, the acquisition process for the lessons learned knowledge is used as a case study to illustrate the proposed approach.
引用
收藏
页码:66 / 70
页数:5
相关论文
共 8 条
[1]  
Agrawal R, 1998, LECT NOTES COMPUT SC, V1377, P469
[2]   Integrating machine learning and workflow management to support acquisition and adaptation of workflow models [J].
Herbst, J ;
Karagiannis, D .
NINTH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 1998, :745-752
[3]   Workflow mining: Discovering process models from event logs [J].
van der Aalst, W ;
Weijters, T ;
Maruster, L .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2004, 16 (09) :1128-1142
[4]  
van der Aalst WMP, 2002, LECT NOTES COMPUT SC, V2480, P45
[5]   Workflow mining: A survey of issues and approaches [J].
van der Aalst, WMP ;
van Dongen, BF ;
Herbst, J ;
Maruster, L ;
Schimm, G ;
Weijters, AJMM .
DATA & KNOWLEDGE ENGINEERING, 2003, 47 (02) :237-267
[6]  
Wang YL, 2005, PROCEEDINGS OF THE 2005 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION, P13
[7]  
WfMC, 1996, WFMCTC1011
[8]  
ZHONGHUA D, 2007, S INF TECHN APPL ED, P114