Conference Proceedings

Discovering process maps from event streams

MARLON Dumas

Proceedings of the 2018 International Conference on Software and System Process - ICSSP '18 | Association for Computing Machinery (ACM) | Published : 2018

Abstract

© 2018 Association for Computing Machinery. Automated process discovery is a class of process mining methods that allow analysts to extract business process models from event logs. Traditional process discovery methods extract process models from a snapshot of an event log stored in its entirety. In some scenarios, however, events keep coming with a high arrival rate to the extent that it is impractical to store the entire event log and to continuously re-discover a process model from scratch. Such scenarios require online process discovery approaches. Given an event stream produced by the execution of a business process, the goal of an online process discovery method is to maintain a contin..

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