A New Method for Business Process Mining Based on State Equation

被引：0

作者：

Hu, Hua ^{[1
]}

Xie, Jianen ^{[1
]}

Hu, Haiyang ^{[1
]}

机构：

[1] Hangzhou Dianzi Univ, Sch Comp Sci, Hangzhou, Zhejiang, Peoples R China

来源：

WEB INFORMATION SYSTEMS ENGINEERING - WISE 2010 WORKSHOPS | 2011年 / 6724卷

关键词：

Workflow mining; log cases; process mining; Petri nets; PROCESS MODELS; LOGS;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Workflow mining techniques have recently received remarkable attention because of their ability to assist in the design of complex processes by discovering models according to some log cases, which collected and stored by most information systems. In some situation, there is no model available and need mine it. The paper discuss a novel technique of process model mining based on a large number of logs and represent it in terms of a Petri net. Finally, verify the workflow model based on Petri nets property.

引用

页码：474 / 482

页数：9

共 12 条

[1] Agrawal R, 1998, LECT NOTES COMPUT SC, V1377, P469
[2] Discovering expressive process models by clustering log traces
Greco, Gianluigi
Guzzo, Antonella
Pontieri, Luigi
Sacca, Domenico
[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2006, 18 (08) : 1010 - 1027
[3] Herbst J, 2000, LECT NOTES ARTIF INT, V1810, P183
[4] Jablonski S., 1996, WORKFLOW MANAGEMENT
[5] Maruster L, 2002, LECT NOTES COMPUT SC, V2534, P364
[6] van der Aalst W., 2004, IEEE T KNOWLEDGE DAT
[7] van der Aalst W.M.P., 2002, Workflow management: models, methods, and systems
[8] van der Aalst WMP, 1997, LECT NOTES COMPUT SC, V1248, P407
[9] Weijters A., 2001, P 11 DUTCH BELG C MA, P93
[10] WEIJTERS AJM, 2002, P ECAI WORKSH KNOWL, P78

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