Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384526091> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4384526091 abstract "Abstract Companies and organization aim to be competitive in order to improve the performance of the business process. In recent years, process mining attracts researchers and their main purpose is to extract accurate information from the process-related data. Enhancement is one of their main types, which is used to prolong or enhance/improve the existing process by taking the information from the actual process of an event log. As we know, enhancement has two types Extension and Repair. In our paper, we use the repair type of enhancement. It is common practice that logging errors in information systems or the presence of special behavior mean that we have the actual event log with the noise. In our paper, we investigate the process mining model with the presence of noise in the event log. We repair the event logs by decomposing them into many sub-logs and removing the noise behavior in the sub-logs by using covering probability. Repaired sub-logs are than added to the original event log at the appropriate place. We also propose in our research work a probabilistic method that depends on frequency occurrence for activities in a particular situation. The proposed method allows us to remove noisy and abnormal behavior in the event log, which permit us to gain a over-all perspective in the process Hence we generate artificial event logs with the presence of noise behavior in the ProM framework. By using RapidMiner based ProM Extension, we generate a test set that demonstrates, that we can find out and repair multiple types of noisy behavior in an event log. Therefore the proposed method also clearly shows that after repairing the event log we can improve the performance of a process mining model." @default.
- W4384526091 created "2023-07-18" @default.
- W4384526091 creator A5006917903 @default.
- W4384526091 creator A5008568138 @default.
- W4384526091 creator A5024125414 @default.
- W4384526091 creator A5038565529 @default.
- W4384526091 creator A5070899972 @default.
- W4384526091 date "2023-07-17" @default.
- W4384526091 modified "2023-09-27" @default.
- W4384526091 title "Enhancement in Process Mining Model by Repairing Noisy Behavior in Event Log" @default.
- W4384526091 cites W1171978009 @default.
- W4384526091 cites W1943545449 @default.
- W4384526091 cites W2038819732 @default.
- W4384526091 cites W2150487306 @default.
- W4384526091 cites W2157327038 @default.
- W4384526091 doi "https://doi.org/10.21203/rs.3.rs-3160831/v1" @default.
- W4384526091 hasPublicationYear "2023" @default.
- W4384526091 type Work @default.
- W4384526091 citedByCount "0" @default.
- W4384526091 crossrefType "posted-content" @default.
- W4384526091 hasAuthorship W4384526091A5006917903 @default.
- W4384526091 hasAuthorship W4384526091A5008568138 @default.
- W4384526091 hasAuthorship W4384526091A5024125414 @default.
- W4384526091 hasAuthorship W4384526091A5038565529 @default.
- W4384526091 hasAuthorship W4384526091A5070899972 @default.
- W4384526091 hasBestOaLocation W43845260911 @default.
- W4384526091 hasConcept C111919701 @default.
- W4384526091 hasConcept C115961682 @default.
- W4384526091 hasConcept C121332964 @default.
- W4384526091 hasConcept C124101348 @default.
- W4384526091 hasConcept C124670913 @default.
- W4384526091 hasConcept C12713177 @default.
- W4384526091 hasConcept C127413603 @default.
- W4384526091 hasConcept C154945302 @default.
- W4384526091 hasConcept C174998907 @default.
- W4384526091 hasConcept C177264268 @default.
- W4384526091 hasConcept C199360897 @default.
- W4384526091 hasConcept C21547014 @default.
- W4384526091 hasConcept C2778029271 @default.
- W4384526091 hasConcept C2779662365 @default.
- W4384526091 hasConcept C41008148 @default.
- W4384526091 hasConcept C49937458 @default.
- W4384526091 hasConcept C62520636 @default.
- W4384526091 hasConcept C80309976 @default.
- W4384526091 hasConcept C85345410 @default.
- W4384526091 hasConcept C98045186 @default.
- W4384526091 hasConcept C99498987 @default.
- W4384526091 hasConceptScore W4384526091C111919701 @default.
- W4384526091 hasConceptScore W4384526091C115961682 @default.
- W4384526091 hasConceptScore W4384526091C121332964 @default.
- W4384526091 hasConceptScore W4384526091C124101348 @default.
- W4384526091 hasConceptScore W4384526091C124670913 @default.
- W4384526091 hasConceptScore W4384526091C12713177 @default.
- W4384526091 hasConceptScore W4384526091C127413603 @default.
- W4384526091 hasConceptScore W4384526091C154945302 @default.
- W4384526091 hasConceptScore W4384526091C174998907 @default.
- W4384526091 hasConceptScore W4384526091C177264268 @default.
- W4384526091 hasConceptScore W4384526091C199360897 @default.
- W4384526091 hasConceptScore W4384526091C21547014 @default.
- W4384526091 hasConceptScore W4384526091C2778029271 @default.
- W4384526091 hasConceptScore W4384526091C2779662365 @default.
- W4384526091 hasConceptScore W4384526091C41008148 @default.
- W4384526091 hasConceptScore W4384526091C49937458 @default.
- W4384526091 hasConceptScore W4384526091C62520636 @default.
- W4384526091 hasConceptScore W4384526091C80309976 @default.
- W4384526091 hasConceptScore W4384526091C85345410 @default.
- W4384526091 hasConceptScore W4384526091C98045186 @default.
- W4384526091 hasConceptScore W4384526091C99498987 @default.
- W4384526091 hasLocation W43845260911 @default.
- W4384526091 hasOpenAccess W4384526091 @default.
- W4384526091 hasPrimaryLocation W43845260911 @default.
- W4384526091 hasRelatedWork W1992979559 @default.
- W4384526091 hasRelatedWork W2003004301 @default.
- W4384526091 hasRelatedWork W2767915832 @default.
- W4384526091 hasRelatedWork W2808149034 @default.
- W4384526091 hasRelatedWork W2896583951 @default.
- W4384526091 hasRelatedWork W2945372161 @default.
- W4384526091 hasRelatedWork W2982428806 @default.
- W4384526091 hasRelatedWork W3013695871 @default.
- W4384526091 hasRelatedWork W3191775786 @default.
- W4384526091 hasRelatedWork W3197267311 @default.
- W4384526091 isParatext "false" @default.
- W4384526091 isRetracted "false" @default.
- W4384526091 workType "article" @default.