Compositional Discovery of Workflow Nets from Event Logs Using Morphisms

Autor:	Bernardinello, Luca, Lomazova, Irina, Nesterov, Roman, Pomello, Lucia
Rok vydání:	2018
Předmět:	Computer Science - Multiagent Systems Computer Science - Logic in Computer Science
Druh dokumentu:	Working Paper
Popis:	This paper presents a modular approach to discover process models for multi-agent systems from event logs. System event logs are filtered according to individual agent behavior. We discover workflow nets for each agent using existing process discovery algorithms. We consider asynchronous interactions among agents. Given a specification of an interaction protocol, we propose a general scheme of workflow net composition. By using morphisms, we prove that this composition preserves soundness of components. A quality evaluation shows the increase in the precision of models discovered by the proposed approach. Comment: The extended version of the paper accepted for ATAED'18
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1806.04254 Zobrazit plný text záznamu View this record from Arxiv