Automatic clustering of business processes in business systems planning

Automatic clustering of business processes in business systems planning

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Article ID: iaor20001409
Country: Netherlands
Volume: 114
Issue: 2
Start Page Number: 354
End Page Number: 362
Publication Date: Apr 1999
Journal: European Journal of Operational Research
Authors:
Keywords: fuzzy sets, information
Abstract:

In this paper, we apply the technique of hierarchical clustering to business processes identified in business systems planning which is an important methodology in information systems planning. A measure based on notions of cohesion and coupling is proposed as a guidance in searching for optimal number of clusters of business processes. By optimality, we mean that the net cohesion is maximized and net coupling is minimized. Moreover, we show that optimal number of clusters occurs at level of 0.5 in the hierarchy of partitions.

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