Algorithms & Theories for the Analysis of Event Data 2018
@ PN 2018 & ACSD 2018, June 25, Bratislava, Slovakia
The workshop Algorithms & Theories for the Analysis of Event Data (ATAED 2018) is a satellite event of both the 39th International Conference
on Application and Theory of Petri Nets and Concurrency and the 18th International Conference on Application of Concurrency
to System Design (PN 2018 and ACSD 2018). 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 2018 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 makes it possible 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 of the real underlying process, 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 makes it possible 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. In recent years, 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 and classical
techniques need to be improved. Hence, there are many theoretical challenges with a high practical relevance.
Program and Registration
The program and the registration for ATAED is online at the webpage of the Petri net conference.
Topics
theory and applications of process mining theory and applications of region theory automated business process model discovery conformance checking, alignments, and replay algorithms business process intelligence and date-driven process oriented approaches techniques combining formal methods with data science approaches algorithms, theories, and tools for region theory and other forms of synthesis case studies and empirical investigations using event data
Dates
| Deadline for papers | April 13 |
| Notification of paper acceptance | May 18 |
| Workshop | June 25 |
Program Committee
Wil van der Aalst, RWTH Aachen, Germany (co-chair)
Abel Armas Cervantes, QUT, Australia
Eric Badouel, INRIA Rennes, France
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)
Paolo Ceravolo, University of Milan, Italy
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
Wen Lijie, Tsinghua University, China
Robert Lorenz, Uni Augsburg, Germany
Manuel Mucientes, University of Santiago de Compostela, Spain
Marta Pietkiewicz-Koutny, Newcastle University, GB
Uli Schlachter, Uni Oldenburg, Germany
Arik Senderovich, Technion, Israel
Matthias Weidlich, Humboldt-Universität zu Berlin, Germany
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 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