Algorithms & Theories for the Analysis of Event Data 2020
@Petri Net 2020 (virtual 24-25 June)
The workshop Algorithms & Theories for the Analysis of Event Data (ATAED 2020) is a satellite event of the 41th International Conference
on Application and Theory of Petri Nets and Concurrency (PN 2020).
The workshop aims to attract papers related to process mining, region theory and other synthesis techniques. These techniques have in common that "lower level"
behavioral descriptions (event logs, sets of partial orders, transition systems, etc.) are used to create "higher level" process models (e.g.,
various classes of Petri nets, BPMN, or UML activity diagrams).
ATAED 2020 solicits papers related to process mining and region theory. However, the scope is not limited to this. The program committee invites
submission of full papers (up to 15 pages) and of short papers (up to 5 pages). Papers should be submitted as pdf-files using the Springer
LNCS-format. Papers need to be submitted via
Easychair.
Process mining is to analyze event data, thereby focusing on behavior rather than correlations and simplistic performance
indicators. For example, event logs can be used to automatically learn end-to-end process models based on recorded event data. Next to
the automated discovery, there are process mining techniques to analyze bottlenecks, to uncover hidden inefficiencies,
to check compliance, to explain deviations, to predict performance, and to guide users towards "better" processes.
Region theory is to synthesize a process model from a behavioral description. Applying the theory of regions guarantees the
behavioral description and the language of the synthesized model to be equivalent. Various forms of region-based ideas
(language-based and state-based variants) have been applied in the context of process mining. Here, there is only example behavior. This, creates many theoretical challenges with high practical relevance.
Program
Due to the covid19 outbreak, ATAED 2020 is a virtual workshop with prerecorded videos of all talks. Please find the proceedings at CEUR-2625.
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| Mitchel Brunings, Dirk Fahland, Boudewijn van Dongen. Defining meaningful Local Process Models |
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| Lisa Mannel, Robin Bergenthum, Wil van der Aalst. Removing Implicit Places Using Regions for Process Discovery |
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| Lisa Petrak, Robert Lorenz. Detecting Infrequent Behavior in Event Logs using Statistical Inference |
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| Pieter Kwantes, Jetty Kleijn. On Discovering Distributed Process Models - the case of asynchronous communication |
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| Ronny Tredup, Evgeny Erofeev. On the Complexity of Synthesis of nop-Free Boolean Petri Nets |
Program Committee
Wil van der Aalst, RWTH Aachen, Germany (co-chair)
Abel Armas Cervantes, QUT, Australia
Robin Bergenthum, FernUni Hagen, Germany (co-chair)
Luca Bernardinello, Università degli studi di Milano-Bicocca, Italy
Andrea Burattin, University of Innsbruck, Austria
Josep Carmona, UPC Barcelona, Spain (co-chair)
Claudio Di Ciccio, Vienna University of Economics and Business, Austria
Benoît Depaire, Hasselt University, Belgium
Jörg Desel, FernUni Hagen, Germany
Dirk Fahland, TU Eindhoven, The Netherlands
Chiara Di Francescomarino, FBK-IRST, Italy
Stefan Haar, LSV CNRS & ENS de Cachan, France
Gabriel Juhás, Slovak University of Technology, Slovak Republic
Anna Kalenkova, Higher School of Economics NRU, Russia
Jetty Kleijn, Leiden University, The Netherlands
Manuel Lama, University of Santiago de Compostela, Spain
Wen Lijie, Tsinghua University, China
Robert Lorenz, Uni Augsburg, Germany
Marta Pietkiewicz-Koutny, Newcastle University, GB
Adrian Puerto Aubel, INRIA - Rennes, France
Arik Senderovich, Technion, Israel
Jochen De Weerdt, KU Leuven, Belgium
Moe Wynn, Queensland University of Technology, Australia
Alex Yakovlev, Newcastle University, GB
History
Algorithms and Theories for the Analysis of Event Data 2019, Aachen, Germany Algorithms and Theories for the Analysis of Event Data 2018, Bratislava, Slovakia Algorithms and Theories for the Analysis of Event Data 2017, Zaragoza, Spain Algorithms and Theories for the Analysis of Event Data 2016, Toruń, Poland Algorithms and Theories for the Analysis of Event Data 2015, Brussels, Belgium Applications of Region Theory 2013, Barcelona, Spain Applications of Region Theory 2011, Newcastle upon Tyne, UK Applications of Region Theory 2010, Braga, Portugal