DOES YOUR EVENT LOG FIT THE HIGH-LEVEL PROCESS MODEL?
Process mining is a relatively new field of computer science, which deals with process discovery and analysis based on event logs. In this paper we consider the problem of models and event logs conformance checking. Conformance checking is intensively studied in the frame of process mining research,...
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| Format: | Article |
| Language: | English |
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Yaroslavl State University
2015-06-01
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| Series: | Моделирование и анализ информационных систем |
| Subjects: | |
| Online Access: | https://www.mais-journal.ru/jour/article/view/258 |
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| _version_ | 1850024092045934592 |
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| author | A. K. Begicheva I. A. Lomazova |
| author_facet | A. K. Begicheva I. A. Lomazova |
| author_sort | A. K. Begicheva |
| collection | DOAJ |
| description | Process mining is a relatively new field of computer science, which deals with process discovery and analysis based on event logs. In this paper we consider the problem of models and event logs conformance checking. Conformance checking is intensively studied in the frame of process mining research, but only models and event logs of the same granularity were considered in the literature. Here we present and justify the method of checking conformance between a high-level model (e.g. built by an expert) and a low-level log (generated by a system).The article is published in the author’s wording. |
| format | Article |
| id | doaj-art-e16cef5767ec425ea0c4f7d20d89f5a3 |
| institution | DOAJ |
| issn | 1818-1015 2313-5417 |
| language | English |
| publishDate | 2015-06-01 |
| publisher | Yaroslavl State University |
| record_format | Article |
| series | Моделирование и анализ информационных систем |
| spelling | doaj-art-e16cef5767ec425ea0c4f7d20d89f5a32025-08-20T03:01:13ZengYaroslavl State UniversityМоделирование и анализ информационных систем1818-10152313-54172015-06-0122339240310.18255/1818-1015-2015-3-392-403247DOES YOUR EVENT LOG FIT THE HIGH-LEVEL PROCESS MODEL?A. K. Begicheva0I. A. Lomazova1National Research University Higher School of Economics, MoscowNational Research University Higher School of Economics, MoscowProcess mining is a relatively new field of computer science, which deals with process discovery and analysis based on event logs. In this paper we consider the problem of models and event logs conformance checking. Conformance checking is intensively studied in the frame of process mining research, but only models and event logs of the same granularity were considered in the literature. Here we present and justify the method of checking conformance between a high-level model (e.g. built by an expert) and a low-level log (generated by a system).The article is published in the author’s wording.https://www.mais-journal.ru/jour/article/view/258petri netshigh-level process modelsevent logsprocess miningconformance checking |
| spellingShingle | A. K. Begicheva I. A. Lomazova DOES YOUR EVENT LOG FIT THE HIGH-LEVEL PROCESS MODEL? Моделирование и анализ информационных систем petri nets high-level process models event logs process mining conformance checking |
| title | DOES YOUR EVENT LOG FIT THE HIGH-LEVEL PROCESS MODEL? |
| title_full | DOES YOUR EVENT LOG FIT THE HIGH-LEVEL PROCESS MODEL? |
| title_fullStr | DOES YOUR EVENT LOG FIT THE HIGH-LEVEL PROCESS MODEL? |
| title_full_unstemmed | DOES YOUR EVENT LOG FIT THE HIGH-LEVEL PROCESS MODEL? |
| title_short | DOES YOUR EVENT LOG FIT THE HIGH-LEVEL PROCESS MODEL? |
| title_sort | does your event log fit the high level process model |
| topic | petri nets high-level process models event logs process mining conformance checking |
| url | https://www.mais-journal.ru/jour/article/view/258 |
| work_keys_str_mv | AT akbegicheva doesyoureventlogfitthehighlevelprocessmodel AT ialomazova doesyoureventlogfitthehighlevelprocessmodel |