A probabilistic approach to event log completeness

作者：

Highlights：

• A probabilistic approach to event log completeness is proposed.

• The population of good individuals increases with the application of scoring functions.

• The approach serve as an alternative to the filtering method of preprocessing event logs.

• The results showed that the proposed approach achieved 0.98% fitness value.

摘要

•A probabilistic approach to event log completeness is proposed.•The population of good individuals increases with the application of scoring functions.•The approach serve as an alternative to the filtering method of preprocessing event logs.•The results showed that the proposed approach achieved 0.98% fitness value.

论文关键词：Bayesian scoring functions,Process discovery,Fuzzy logic,Process aware information systems

论文评审过程：Received 18 January 2016, Revised 12 March 2017, Accepted 18 March 2017, Available online 20 March 2017, Version of Record 24 March 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.03.039