DocumentCode
2152174
Title
Clustering of ERP business process fragments
Author
Sarno, Riyanarto ; Ginardi, Hari ; Pamungkas, Endang Wahyu ; Sunaryono, Dwi
Author_Institution
Inf. Dept., Inst. Teknol. Sepuluh Nopember, Surabaya, Indonesia
fYear
2013
fDate
19-21 Nov. 2013
Firstpage
319
Lastpage
324
Abstract
Business process management technology at present has been developed and applied both in small and in large scale. Many companies and organizations use, for instance, Enterprise Resource Planning (ERP) or other business process-oriented system. In this paper, a clustering method in business process model based on its similarity is proposed. This clustering aims to group some similar business processes to form a common business process. A new business process, as a result, can be composed based on similar common business process in order to increase reusability. It is done according to similarity value among business processes that is by calculating the similarity based upon structural and behavioral similarity method. Meanwhile, the clustering process uses a graph partition approach. This research then shows that the clustering result of business process is precise at certain threshold value.
Keywords
business data processing; enterprise resource planning; graph theory; pattern clustering; ERP business process fragment clustering; behavioral similarity; business process management technology; business process model; business process similarity value; business process-oriented system; enterprise resource planning; graph partition approach; reusability; similarity based clustering method; structural similarity; Analytical models; Clustering algorithms; Clustering methods; Companies; Indexes; Measurement; business process; clustering; similarity;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer, Control, Informatics and Its Applications (IC3INA), 2013 International Conference on
Conference_Location
Jakarta
Type
conf
DOI
10.1109/IC3INA.2013.6819194
Filename
6819194
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