Impact of Threshold Setting for Event Log Repair on Conformance Checking
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 recorde...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Wiley
2025-01-01
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| Series: | The Scientific World Journal |
| Online Access: | http://dx.doi.org/10.1155/tswj/4028269 |
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| _version_ | 1850152188778643456 |
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| author | Kazuki Masumoto Hiroki Horita |
| author_facet | Kazuki Masumoto Hiroki Horita |
| author_sort | Kazuki Masumoto |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-03ef3f747a124f4f9b6f1777f1c8a93d |
| institution | OA Journals |
| issn | 1537-744X |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | The Scientific World Journal |
| spelling | doaj-art-03ef3f747a124f4f9b6f1777f1c8a93d2025-08-20T02:26:03ZengWileyThe Scientific World Journal1537-744X2025-01-01202510.1155/tswj/4028269Impact of Threshold Setting for Event Log Repair on Conformance CheckingKazuki Masumoto0Hiroki Horita1College of EngineeringCollege of EngineeringConformance 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.http://dx.doi.org/10.1155/tswj/4028269 |
| spellingShingle | Kazuki Masumoto Hiroki Horita Impact of Threshold Setting for Event Log Repair on Conformance Checking The Scientific World Journal |
| title | Impact of Threshold Setting for Event Log Repair on Conformance Checking |
| title_full | Impact of Threshold Setting for Event Log Repair on Conformance Checking |
| title_fullStr | Impact of Threshold Setting for Event Log Repair on Conformance Checking |
| title_full_unstemmed | Impact of Threshold Setting for Event Log Repair on Conformance Checking |
| title_short | Impact of Threshold Setting for Event Log Repair on Conformance Checking |
| title_sort | impact of threshold setting for event log repair on conformance checking |
| url | http://dx.doi.org/10.1155/tswj/4028269 |
| work_keys_str_mv | AT kazukimasumoto impactofthresholdsettingforeventlogrepaironconformancechecking AT hirokihorita impactofthresholdsettingforeventlogrepaironconformancechecking |