posted by organizer: lorenzorossi || 443 views || tracked by 2 users: [display]

CoMinDS 2022 : Workshop on Collaborative Mining for Distributed Systems

FacebookTwitterLinkedInGoogle

Link: https://www.discotec.org/2022/cominds
 
When Jun 13, 2022 - Jun 13, 2022
Where IMT School for Advanced Studies Lucca
Submission Deadline Apr 7, 2022
Notification Due May 20, 2022
Categories    process mining   distributed system   business process management   coordination
 

Call For Papers

Nowadays, organizations increasingly need to coordinate to achieve their goals collaboratively and create new forms of business. This requires organizations to form (business-oriented) distributed systems, guaranteeing their interoperability. However, this task is made complex by the need to coordinate the interactions of various participants, dealing with requirements, constraints, and regulations coming from different organizations. In addition, many business scenarios started to involve more automated and highly distributed components such as robots and smart devices that perceive and interact with the dynamics arising from the physical world. Effective coordination and cooperation of such distributed systems demand the compatibility of the processes performed by each system component. Such cooperation can be supported by the observations of the whole systems’ behavior through collaborative mining, i.e., process mining applied in the presence of heterogeneous data produced by the system components, i.e., distributed event logs. Collaborative mining techniques address the discovery of collaborative models, thus fostering the coordination aspects that typically occur on distributed systems. The objective of the CoMinDS workshop is to attract researchers and industry practitioners to discuss collaborative mining and present open challenges, state of the art, in-progress research, and practical experiences, including case studies.

The topics of the workshop include, but are not limited to:

- Construction of Distributed Event Logs
- Discovery of Collaborative Models
- Conformance Analysis for Collaborative Models
- Multi-perspective Collaborative Mining
- Privacy-preserving Collaborative Process Mining
- Distributed Systems Monitoring and Repair
- Collaborative Decision Mining
- Streaming Collaborative Mining

CoMinDs is an activity of the IEEE Task Force on Process Mining

Related Resources

MLDM 2023   18th International Conference on Machine Learning and Data Mining
RPM 2022   Responsible Process Mining
SCC 2022   2022 International Conference on Services Computing
SDM 2023   SDM 2023 : SIAM International Conference on Data Mining
CoMSE 2023   2023 International Conference on Materials Science and Engineering (CoMSE 2023)
SIUSAI 2023   2023 International Symposium on Intelligent Unmanned Systems and Artificial Intelligence (SIUSAI 2023)
MLDM 2023   19th International Conference on Machine Learning and Data Mining
OPODIS 2022   26th Conference on Principles of Distributed Systems
Distributed ML and Opt. 2023   Distributed Machine Learning and Optimization: Theory and Applications
DMKD 2023   2023 6th International Conference on Data Mining and Knowledge Discovery(DMKD 2023)