Topics of Interest

Potential submission topics encompass a range of areas, including but not limited to:

• Multi-perspective process models incorporating data, time, and resources.

• Declarative processes.

• Explainable and trustworthy AI for both process management and process mining.

• Conversational systems, natural language processing, and human-machine interaction in the context of process management.

• Knowledge representation for process management, covering reasoning about actions and processes, planning, and synthesis.

• Answer Set Programming for Process mining.

• AI techniques for various aspects of process handling, such as discovery, conformance checking, prescriptive and predictive monitoring.

• AI techniques for clustering and classification of process execution traces.

• Generative AI applied to Process Mining.

• Machine learning for event recognition in semi-structured and unstructured data.

• Mining techniques, including association rule mining, specification mining, and decision mining from process execution traces.

• Declarative-based multi-perspective representation of process traces.

• Introduction of novel metrics for measuring process conformance.

• Addressing uncertainty in AI for process management.

• Exploration of multiagent systems, strategic reasoning, game theory, and mechanism design for multi-party processes.

• Consideration of multi-objective optimization, decision-making processes, and continuous improvement.

• Examining the concept of value alignment in the context of process management.

• Knowledge Aware Conceptual Blending Generative Knowledge Combination