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