Rule-Based Business Process Mining: Applications for Management

被引:0
作者
Caron, Filip [1 ]
Vanthienen, Jan [1 ]
Baesens, Bart [1 ]
机构
[1] Katholieke Univ Leuven, Dept Decis Sci & Informat Management, B-3000 Louvain, Belgium
来源
MANAGEMENT INTELLIGENT SYSTEMS | 2012年 / 171卷
关键词
EVENT LOGS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The abundance of available event data, originating from process-aware information systems, creates opportunities for enterprise risk management applications at the intersection of the business & management, artificial intelligence and knowledge representation research fields. This paper proposes a rule-based process mining approach for dealing with uncertainty and risk. The applicability of the approach is demonstrated using the updating and debugging process of a social security service provider.
引用
收藏
页码:273 / 282
页数:10
相关论文
共 11 条
[1]  
COSO, 2004, TECHNICAL REPORT
[2]   PROCESS MODELING [J].
CURTIS, B ;
KELLNER, MI ;
OVER, J .
COMMUNICATIONS OF THE ACM, 1992, 35 (09) :75-90
[3]  
Giannakopoulou D, 2001, 16TH ANNUAL INTERNATIONAL CONFERENCE ON AUTOMATED SOFTWARE ENGINEERING (ASE 2001), PROCEEDINGS, P412, DOI 10.1109/ASE.2001.989841
[4]  
Goedertier S, 2009, J MACH LEARN RES, V10, P1305
[5]  
Herbst J, 2000, LECT NOTES ARTIF INT, V1810, P183
[6]  
Pickett K.H. S., 2010, The Internal Auditing Handbook, V3a
[7]   Conformance checking of processes based on monitoring real behavior [J].
Rozinat, A. ;
van der Aalst, W. M. P. .
INFORMATION SYSTEMS, 2008, 33 (01) :64-95
[8]   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
[9]  
van der Aalst WMP, 2005, LECT NOTES COMPUT SC, V3760, P130
[10]  
Wen LJ, 2006, LECT NOTES COMPUT SC, V3841, P591