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Process Instance Similarity

Abstract

The analysis of process instance similarity offers valuable input for certain application fields including the evaluation of instance clusters, the identification of compliance abuses, and process optimization. In this paper, we discuss the topic of instance similarity in general: We show that similarity might be determined from different process perspectives such as control flow, time, and instance attributes. Each of these perspectives impose individual requirements on the similarity calculation concerning data and structure. Four metrics for process instance similarity are proposed covering different perspectives. The applicability and feasibility of the proposed metrics are evaluated based on a prototypical implementation and real-world process logs from the BPI challenges.

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Citation
Category
Paper in Conference Proceedings or in Workshop Proceedings (Full Paper in Proceedings)
Event Title
International Conference on Cooperative Information Systems (CoopIS) 2016
Divisions
Workflow Systems and Technology
Event Location
Rhodes, Greece
Event Type
Conference
Event Dates
26-28 Oct 2016
Date
September 2016
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