Algorithms & Theories for the Analysis of Event Data 2022
@Petri Net 2022 (20-21 June)
The workshop Algorithms & Theories for the Analysis of Event Data (ATAED 2022) is a satellite event of the 43th International Conference
on Application and Theory of Petri Nets and Concurrency (Petri Nets 2022).
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 2022 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
CEUR latex style. 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.
Dates
The deadline for abstracts is March 15.
The deadline for papers is March 29.
Notification of paper acceptance is May 2.
Programme of the ATAED workshop
Topics
Theory and applications of process mining Theory and applications of region theory Theory and applications for Event-Based Predictive Analytics Theory and applications Solutions for Process Mining & Big Data Automated business process model discovery Conformance checking, alignments, and replay algorithms Process Monitoring Partially ordered event logs Decision Mining Techniques Real-Time Process Mining Concept Drift Detection Trace Clustering Methods Architectures for Distributed Process Mining Case studies and empirical investigations using event data
Program Committee
Abel Armas Cervantes, University of Melbourne, Australia
Luca Bernardinello, Universita' degli Studi di Milano-Bicocca, Italy
Paolo Ceravolo, University of Milan, Italy
Jochen De Weerdt, KU Leuven, Belgium
Benoît Depaire, Hasselt University, Belgium
Jörg Desel, FernUniversität in Hagen, Germany
Claudio Di Ciccio, Sapienza University of Rome, Italy
Chiara Di Francescomarino, FBK-IRST, Italy
Dirk Fahland, TU Eindhoven, The Netherlands
Stefan Haar, LSV CNRS & ENS de Cachan, France
Anna Kalenkova, University Adelaide, Australia
Jetty Kleijn, Leiden University, The Netherlands
Sander Leemans, QUT, Australia
Robert Lorenz, University of Augsburg, Germany (co-chair)
Lisa Mannel, RWTH Aachen University, Germany
Marta Pietkiewicz-Koutny, Newcastle University, United Kingdom
Andrey Rivkin, Free University of Bozen Bolzano, Italy
Daniel Schuster, Fraunhofer FIT/RWTH Aachen University, Germany
Arik Senderovich, York University, Canada
Ronny Tredup, University of Rostock, Germany
Lijie Wen, Tsinghua University, China
Alex Yakovlev, Newcastle University, United Kingdom
Jan-Martin van der Werf, Utrecht University, The Netherlands (co-chair)
Sebastiaan J. van Zelst, Fraunhofer FIT/RWTH Aachen University, Germany (co-chair)
History
Algorithms and Theories for the Analysis of Event Data 2020, virtual 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