DocumentCode :
265429
Title :
A Case Study on Analyzing Inter-organizational Business Processes from EDI Messages Using Physical Activity Mining
Author :
Engel, Robert ; Bose, R. P. Jagadeesh Chandra
Author_Institution :
Vienna Univ. of Technol., Vienna, Austria
fYear :
2014
fDate :
6-9 Jan. 2014
Firstpage :
3858
Lastpage :
3867
Abstract :
In order to achieve their goals, organizations collaborate with business partners. Such collaborations represent enactments of inter-organizational business processes and may be supported through the exchange of Electronic Data Interchange (EDI) messages (e.g., electronic purchase orders, invoices etc.). For gaining insights on such processes, recently two distinct approaches for enabling the application of process mining techniques on inter-organizational business processes based on the interchanged EDI messages have been proposed: (i) Message Flow Mining (MFM) and (ii) Physical Activity Mining (PAM). In this paper, we present a case study in which we apply the PAM methodology on a real-world EDI data set obtained from a German manufacturer of consumer goods. Our results demonstrate potential insights that can be gained from applying process mining techniques in the context of inter-organizational business processes.
Keywords :
business data processing; consumer products; data mining; electronic data interchange; manufacturing data processing; organisational aspects; German consumer goods manufacturing company; MFM; PAM methodology; business partners; electronic data interchange message exchange; electronic purchase orders; interchanged EDI messages; interorganizational business processes; message flow mining; physical activity mining; process mining techniques; real-world EDI data set; Context; Correlation; Data mining; Organizations; Semantics; Standards; EDI; PAM; inter-organizational business processes; process mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System Sciences (HICSS), 2014 47th Hawaii International Conference on
Conference_Location :
Waikoloa, HI
Type :
conf
DOI :
10.1109/HICSS.2014.479
Filename :
6759081
Link To Document :
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