NDLI: A Closed-loop Workflow Management Technique Based on Process Mining

Content Provider	IEEE Xplore Digital Library
Author	Tingyu Liu Hong Yi Zhonghua Ni Xiaojun Liu
Copyright Year	2008
Description	Author affiliation: Sch. of Mech. Eng., Southeast Univ., Nanjing (Tingyu Liu; Hong Yi; Zhonghua Ni; Xiaojun Liu)
Abstract	A closed-loop workflow management system (C-WfMS) with process mining and result feedback technique was proposed to improve the efficiency of integrated manufacturing information system. The structure of organizational mining module (OME), the framework, and working method of C-WfMS were presented. The performer-to-performer relation (PPR) matrix and the activity-by-performer relation (APR) matrix were extracted from the workflow log. The PPR matrix is turned into social network matrix and put into SNA (Social Network Analysis) tools for further analysis; an algorithm for mining the APR matrix was presented, with which was the extraction of the weight matrix of APR. The implement of weight matrix of APR was also proposed so that the mining results could feedback to the WfMS organization dataset to make decision support for the assignments of tasks. Finally, a numerical example was presented.
Starting Page	435
Ending Page	440
File Size	3632058
Page Count	6
File Format	PDF
ISBN	9781424437795
DOI	10.1109/MMVIP.2008.4749573
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-12-02
Publisher Place	New Zealand
Access Restriction	Subscribed
Rights Holder	Intl Journal of Intelligent
Subject Keyword	Algorithm design and analysis Mechatronics closed-loop Social network services workflow Conference management Control systems manufacturing information system Manufacturing processes Machine vision Feedback Management information systems process mining Workflow management software
Content Type	Text
Resource Type	Article

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