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====== Methods for Interpretation of Industrial Event Logs (MIEL2019) ====== | ====== Methods for Interpretation of Industrial Event Logs (MIEL2019) ====== | ||
- | MIEL is a yearlo | + | MIEL is a yearly |
- | MIEL 2019 has been accepted to BPM2019! | + | |
- | More information will follow. | + | |
- | For now refer to the | + | The 2nd edition of MIEL 2019 is organized at the [[https:// |
- | {{ : | + | by Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Roberto Confalonieri, |
+ | Refer to the {{ : | ||
- | **MIEL 2018 webpage | + | The [[miel2018|1st edition (MIEL2018)]] was |
+ | organized by: Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Robert Confalonieri, | ||
+ | at the [[https://aida.ii.uam.es/ | ||
- | **Organized by:** Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Robert Confalonieri, | + | ===== DESCRIPTION ===== |
+ | |||
+ | 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): | ||
+ | | ||
+ | | ||
+ | | ||
+ | | ||
+ | * event logs abstraction methods | ||
+ | * intelligent analysis of multi-sensor data | ||
+ | * industrial case studies with real-life complex event logs | ||
+ | * industrial process modeling | ||
+ | * knowledge graphs on event log data | ||
+ | * network analysis on event log data | ||
+ | * ontologies for industrial domains | ||
+ | * ontology-based methods for event-log generation | ||
+ | * supervised and unsupervised methods of log analysis | ||
+ | * explainable models of event log analysis | ||
+ | |||
+ | ===== 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 ===== | ||
+ | |||
+ | Andrea Burattin, Technical University of Denmark, Denmark\\ | ||
+ | Szymon Bobek, AGH University of Science and Technology, Poland\\ | ||
+ | Josep Carmona, Universitat Politècnica de Catalunya, Spain\\ | ||
+ | Diego Calvanese, Free Univeristy of Bozen-Bolzano, | ||
+ | Dirk Fahland, Technical University in Eindhoven, The Netherlands\\ | ||
+ | Felix Mannhardt, SINTEF, Norway\\ | ||
+ | Chiara Ghidini, FBK Trento, Italy\\ | ||
+ | Rushed Kanawati, Université Sorbonne Paris Cité, France\\ | ||
+ | Benjamin Kloepper, ABB, Germany\\ | ||
+ | Víctor Rodríguez, Universidad Autónoma de Madrid, Spain\\ | ||
+ | Dominik Ślęzak, University of Warsaw, Poland\\ | ||
+ | Jose Tomas Palma Mendez, Universidad de Murcia, Spain\\ | ||
+ | Christopher Turner, University of Surrey, UK \\ | ||
+ | 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, | ||
+ | |||
+ | ====== Methods for Interpretation of Industrial Event Logs (MIEL2018) ====== | ||
+ | |||
+ | The [[miel2018|1st edition (MIEL2018)]] was | ||
+ | organized by: Grzegorz J. Nalepa, David Camacho, Edyta Brzychczy, Robert Confalonieri, | ||
at the [[https:// | at the [[https:// | ||
+ | |||
+ | See the [[miel2018|separate page for the 1st edition of (MIEL2018)]]. | ||