Quotation Schönig , Stefan , Cabanillas Macias, Cristina, Jablonski , Stefan , Mendling, Jan. 2016. A framework for efficiently mining the organisational perspective of business processes. Decision Support Systems (DSS) 89, 87-97.


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Abstract

Process mining aims at discovering processes by extracting knowledge from event logs. Such knowledge may refer to different business process perspectives. The organisational perspective deals, among other things, with the assignment of human resources to process activities. Information about the resources that are involved in process activities can be mined from event logs in order to discover resource assignment conditions, which is valuable for process analysis and redesign. Prior process mining approaches in this context present one of the following issues: (i) they are limited to discovering a restricted set of resource assignment conditions; (ii) they do not aim at providing efficient solutions; or (iii) the discovered process models are difficult to read due to the number of assignment conditions included. In this paper we address these problems and develop an efficient and effective process mining framework that provides extensive support for the discovery of patterns related to resource assignment. The framework is validated in terms of performance and applicability.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Journal article
Journal Decision Support Systems (DSS)
Citation Index SCI
WU Journalrating 2009 A
WU-Journal-Rating new FIN-A, INF-A, MAR-A, STRAT-B, WH-B
Language English
Title A framework for efficiently mining the organisational perspective of business processes
Volume 89
Year 2016
Page from 87
Page to 97
Reviewed? Y
URL http://dx.doi.org/10.1016/j.dss.2016.06.012
DOI http://dx.doi.org/10.1016/j.dss.2016.06.012

Associations

People
Cabanillas Macias, Cristina (Details)
Mendling, Jan (Details)
External
Jablonski , Stefan ( University of Bayreuth, Germany, Germany)
Schönig , Stefan (University of Bayreuth, Germany, Germany)
Organization
Applied Information Technology with Focus on IT in Organization (Details)
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