Impact of Threshold Setting for Event Log Repair on Conformance Checking.

Q2 Environmental Science
The Scientific World Journal Pub Date : 2025-03-31 eCollection Date: 2025-01-01 DOI:10.1155/tswj/4028269
Kazuki Masumoto, Hiroki Horita
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引用次数: 0

Abstract

Conformance checking is a method to compare the actually executed business process recorded as an event log with the business process described as a business process model and to identify differences. For human or technical reasons, event logs that contain noise and are of low quality may be recorded. Therefore, methods have been proposed to repair low-quality event logs, but they require the setting of a threshold, and it is difficult to set a suitable threshold. In this paper, we investigate the effect of low-quality event log repair methods on conformance checking. Through experiments, it was shown that the appropriate threshold depends on the type of event log and the amount of noise.

事件日志修复阈值设置对一致性检查的影响。
一致性检查是一种方法,用于比较作为事件日志记录的实际执行的业务流程与作为业务流程模型描述的业务流程,并识别差异。由于人为或技术原因,记录的事件日志可能包含噪音和低质量。因此,人们提出了修复低质量事件日志的方法,但这些方法都需要设置一个阈值,很难设置一个合适的阈值。在本文中,我们研究了低质量事件日志修复方法对一致性检查的影响。实验表明,适当的阈值取决于事件日志的类型和噪声的大小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
The Scientific World Journal
The Scientific World Journal 综合性期刊-综合性期刊
CiteScore
5.60
自引率
0.00%
发文量
170
审稿时长
3.7 months
期刊介绍: The Scientific World Journal is a peer-reviewed, Open Access journal that publishes original research, reviews, and clinical studies covering a wide range of subjects in science, technology, and medicine. The journal is divided into 81 subject areas.
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