Process mining: a research agenda

被引：296

作者：

van der Aalst, WMP ^{[1
]}

Weijters, AJMM ^{[1
]}

机构：

[1] Eindhoven Univ Technol, Dept Technol Management, NL-5600 MB Eindhoven, Netherlands

来源：

COMPUTERS IN INDUSTRY | 2004年 / 53卷 / 03期

关键词：

process mining; workflow mining; workflow management; data mining; petri nets;

D O I：

10.1016/j.compind.2003.10.001

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Enterprise information systems support and control operational business processes ranging from simple internal back-office processes to complex interorganizational processes. Technologies such as workflow management (WFM), enterprise application integration (EAI), enterprise resource planning (ERP), and web services (WS) typically focus on the realization of IT support rather than monitoring the operational business processes. Process mining aims at extracting information from event logs to capture the business process as it is being executed. In this paper, we put the topic of process mining into context, discuss the main issues around process mining, and finally we introduce the papers in this special issue. (C) 2003 Elsevier B.V. All rights reserved.

引用

页码：231 / 244

页数：14

共 59 条

[1]

Agrawal R, 1998, LECT NOTES COMPUT SC, V1377, P469

[2] INDUCTIVE INFERENCE - THEORY AND METHODS [J].

ANGLUIN, D ;

SMITH, CH .

COMPUTING SURVEYS, 1983, 15 (03) :237-269

[3]

[Anonymous], 1998, LECT NOTES COMPUTER

[4]

[Anonymous], 2001, P 13 BELG NETH C ART

[5]

[Anonymous], 2001, Proceedings of the SIAM International Conference on Data Mining

[6]

[Anonymous], 2000, EUR CONC ENG C SCS E

[7]

Arkin A., 2002, BUSINESS PROCESS MOD

[8]

Cook J. E., 1998, ACM Transactions on Software Engineering and Methodology, V7, P215, DOI 10.1145/287000.287001

[9] Software process validation: Quantitatively measuring the correspondence of a process to a model [J].

Cook, JE ;

Wolf, AL .

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, 1999, 8 (02) :147-176

[10]

COOK JE, 1998, P 6 INT S FDN SOFTW, P35

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