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Classification techniques for conformance and performance checking in process analysis
KTH, School of Computer Science and Communication (CSC), Theoretical Computer Science, TCS.
2013 (English)In: CEUR Workshop Proceedings, ISSN 1613-0073, E-ISSN 1613-0073, Vol. 1101, 21-30 p.Article in journal (Refereed) Published
Abstract [en]

Standard process analysis techniques, like conformance checking or performance evaluation, are enabled by the existence of event logs that trace the process executions and by the presence of a model that formally represents the process. Such analysis techniques use only part of the huge amount of data recorded in event logs. In this paper the goal is to exploit this data to extract useful information for conformance checking and performance analysis. We present an approach that using standard classification technique, explores how data inuence process behaviors by affecting its conformance or performance.

Place, publisher, year, edition, pages
2013. Vol. 1101, 21-30 p.
National Category
Computer Science
Identifiers
URN: urn:nbn:se:kth:diva-168792Scopus ID: 2-s2.0-84922879870OAI: oai:DiVA.org:kth-168792DiVA: diva2:819756
Conference
Workshop AI Meets Business Processes, AIBP 2013 - Co-located with the 13th Conference of the Italian Association for Artificial Intelligence, AI*IA 2013; Turin; Italy;
Note

QC 20150611

Available from: 2015-06-11 Created: 2015-06-09 Last updated: 2017-12-04Bibliographically approved

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