Abstract
Conformance checking is receiving increasing attention in the last years. This is due to several reasons, that can be summarized into two: the explosion of digital information that talks about processes, and the need to use this data in order to monitor and improve processes in organizations. Naturally, conformance checking addresses this by providing techniques capable of relating modeled and recorded process information. This paper overviews in a very accessible way the main techniques and feedback of the conformance checking field. Moreover, in order to make it actionable, code snippets are provided so that an organization can start a conformance checking project on its own data.
Original language | English |
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Title of host publication | Big Data Management and Analytics - 9th European Summer School, eBISS 2019, Revised Selected Papers |
Editors | Ralf-Detlef Kutsche, Esteban Zimányi |
Publisher | Springer |
Pages | 1-24 |
Number of pages | 24 |
ISBN (Print) | 9783030616267 |
DOIs | |
Publication status | Published - 2020 |
Event | 9th European Business Intelligence and Big Data Summer School, eBISS 2019 - Berlin, Germany Duration: 30 Jun 2019 → 5 Jul 2019 |
Publication series
Name | Lecture Notes in Business Information Processing |
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Volume | 390 |
ISSN (Print) | 1865-1348 |
ISSN (Electronic) | 1865-1356 |
Conference
Conference | 9th European Business Intelligence and Big Data Summer School, eBISS 2019 |
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Country/Territory | Germany |
City | Berlin |
Period | 30/06/19 → 5/07/19 |
Bibliographical note
Funding Information:Acknowledgments. This work has been supported by MINECO and FEDER funds under grant TIN2017-86727-C2-1-R.
Publisher Copyright:
© 2020, Springer Nature Switzerland AG.
Funding
Acknowledgments. This work has been supported by MINECO and FEDER funds under grant TIN2017-86727-C2-1-R.
Keywords
- Alignments
- BPMN
- Business process management
- Conformance checking
- Event logs
- Petri nets
- Process mining