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- | ====== Methods for Interpretation of Industrial Event Logs (MIEL2018) ====== | + | ====== Methods for Interpretation of Industrial Event Logs (MIEL2019) ====== |
+ | |||
+ | MIEL is a yearly organized workshop regarding intelligent methods for interpretation of industrial event logs. | ||
+ | |||
+ | MIEL webpage is [[http:// | ||
- | **MIEL 2018 webpage | + | The 2nd edition of MIEL 2019 is organized at the [[https://bpm2019.ai.wu.ac.at/ |
+ | by Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Roberto Confalonieri, | ||
+ | Refer to the {{ : | ||
- | **Organized | + | The [[miel2018|1st edition (MIEL2018)]] was |
+ | organized | ||
at the [[https:// | at the [[https:// | ||
- | ===== Description | + | ===== DESCRIPTION |
- | The objective of the workshop is to discuss novel intelligent data analysis methods suitable for the analysis and interpretation of industrial event logs. We aim to include and possibly combine two distinct perspectives. The first uses methods from data mining and computational intelligence. The second uses background domain knowledge for conceptual analysis. We would like to focus on (but not limit to) the applications of the mentioned methods according to those two perspectives to Industry 4.0. In this setting, the source of the event logs would be industrial machinery, but also possibly personnel or activity monitoring devices. | + | |
- | ===== Topics of Interest | + | The objective of this half-day workshop is to discuss novel intelligent data analysis methods suitable for the analysis and interpretation of industrial event logs. We aim to include and possibly combine two distinct perspectives. The first uses methods from data mining and computational intelligence. The second uses background domain knowledge for conceptual analysis. We would like to focus on (but not limit to) the applications of the mentioned methods according to those two perspectives to Industry 4.0. In this setting, the source of the event logs would be industrial machinery, but also possibly personnel or activity monitoring devices. |
+ | |||
+ | ===== TOPICS OF INTEREST | ||
+ | include (but not limited to): | ||
* activity recognition in the industrial setting | * activity recognition in the industrial setting | ||
* anomaly detection on event log data | * anomaly detection on event log data | ||
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* ontology-based methods for event-log generation | * ontology-based methods for event-log generation | ||
* supervised and unsupervised methods of log analysis | * supervised and unsupervised methods of log analysis | ||
+ | * explainable models of event log analysis | ||
- | ===== Program committee | + | ===== SUBMISSION ===== |
+ | We encourage the submission of full research papers up to 12 pages, as well as short papers (up to 6 pages) discussing early research proposals, or giving an overview of specific methods and tools applicable for the problems considered in the workshop, as well as practical projects in this area. Please use Easychair for submission for BPM 2019 https:// | ||
+ | |||
+ | |||
+ | ===== IMPORTANT DATES ===== | ||
+ | - Paper submission: 24.05.2019 | ||
+ | - Notification: | ||
+ | - Camera-ready: | ||
+ | - Workshop: | ||
+ | |||
+ | |||
+ | ===== PROGRAM COMMITTEE | ||
- | Martin Atzmueller, Tilburg University, The Netherlands\\ | ||
- | Edyta Brzychczy, AGH University of Science and Technology, Poland\\ | ||
Andrea Burattin, Technical University of Denmark, Denmark\\ | Andrea Burattin, Technical University of Denmark, Denmark\\ | ||
Szymon Bobek, AGH University of Science and Technology, Poland\\ | Szymon Bobek, AGH University of Science and Technology, Poland\\ | ||
- | David Camacho, Universidad Autonoma de Madrid, Spain\\ | ||
Josep Carmona, Universitat Politècnica de Catalunya, Spain\\ | Josep Carmona, Universitat Politècnica de Catalunya, Spain\\ | ||
Diego Calvanese, Free Univeristy of Bozen-Bolzano, | Diego Calvanese, Free Univeristy of Bozen-Bolzano, | ||
- | Robert Confalonieri, | ||
Dirk Fahland, Technical University in Eindhoven, The Netherlands\\ | Dirk Fahland, Technical University in Eindhoven, The Netherlands\\ | ||
- | Mannhardt | + | Felix Mannhardt, SINTEF, Norway\\ |
Chiara Ghidini, FBK Trento, Italy\\ | Chiara Ghidini, FBK Trento, Italy\\ | ||
Rushed Kanawati, Université Sorbonne Paris Cité, France\\ | Rushed Kanawati, Université Sorbonne Paris Cité, France\\ | ||
Benjamin Kloepper, ABB, Germany\\ | Benjamin Kloepper, ABB, Germany\\ | ||
- | Marco Montali, Free Univeristy | + | Víctor Rodríguez, Universidad Autónoma de Madrid, Spain\\ |
+ | Dominik Ślęzak, University | ||
Jose Tomas Palma Mendez, Universidad de Murcia, Spain\\ | Jose Tomas Palma Mendez, Universidad de Murcia, Spain\\ | ||
+ | Christopher Turner, University of Surrey, UK \\ | ||
Marcin Szpyrka, AGH University of Science and Technology, Poland | Marcin Szpyrka, AGH University of Science and Technology, Poland | ||
+ | ===== OTHER ACTIVITIES ===== | ||
+ | During the workshop we are planning to have an introductory talk, presentations of related-projects as well as a panel discussion; furthermore, | ||
- | ===== Important dates ===== | + | ====== Methods for Interpretation of Industrial Event Logs (MIEL2018) ====== |
- | * Submission: 31.07.2018 | + | The [[miel2018|1st edition (MIEL2018)]] was |
- | * Notification: 15.08.2018 | + | organized by: Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Robert Confalonieri, |
- | * Camera-ready: | + | at the [[https://aida.ii.uam.es/ |
- | * Workshop: 21.11.2018 | + | |
- | + | ||
- | ===== Proceedings ===== | + | |
- | Workshop proceedings will be made available by IDEAL in Springer LNCS. | + | |
- | + | ||
- | ===== Call for papers ===== | + | |
- | {{ : | + | See the [[miel2018|separate page for the 1st edition of (MIEL2018)]]. |