Matches in SemOpenAlex for { <https://semopenalex.org/work/W3137877946> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W3137877946 abstract "Process mining focuses on the analysis of recorded event data in order to gain insights about the true execution of business processes. While foundational process mining techniques treat such data as sequences of abstract events, more advanced techniques depend on the availability of specific kinds of information, such as resources in organizational mining and business objects in artifact-centric analysis. However, this information is generally not readily available, but rather associated with events in an ad hoc manner, often even as part of unstructured textual attributes. Given the size and complexity of event logs, this calls for automated support to extract such process information and, thereby, enable advanced process mining techniques. In this paper, we present an approach that achieves this through so-called semantic role labeling of event data. We combine the analysis of textual attribute values, based on a state-of-the-art language model, with a novel attribute classification technique. In this manner, our approach extracts information about up to eight semantic roles per event. We demonstrate the approach's efficacy through a quantitative evaluation using a broad range of event logs and demonstrate the usefulness of the extracted information in a case study." @default.
- W3137877946 created "2021-03-29" @default.
- W3137877946 creator A5052246781 @default.
- W3137877946 creator A5062642943 @default.
- W3137877946 date "2021-03-06" @default.
- W3137877946 modified "2023-09-27" @default.
- W3137877946 title "Extracting Semantic Process Information from the Natural Language in Event Logs" @default.
- W3137877946 cites W1965481657 @default.
- W3137877946 cites W2113914762 @default.
- W3137877946 cites W2126851059 @default.
- W3137877946 cites W2151170651 @default.
- W3137877946 cites W2157671835 @default.
- W3137877946 cites W2250539671 @default.
- W3137877946 cites W2804222608 @default.
- W3137877946 cites W2892786956 @default.
- W3137877946 cites W2912484829 @default.
- W3137877946 cites W2945379307 @default.
- W3137877946 cites W2998230451 @default.
- W3137877946 cites W628759393 @default.
- W3137877946 hasPublicationYear "2021" @default.
- W3137877946 type Work @default.
- W3137877946 sameAs 3137877946 @default.
- W3137877946 citedByCount "1" @default.
- W3137877946 countsByYear W31378779462021 @default.
- W3137877946 crossrefType "posted-content" @default.
- W3137877946 hasAuthorship W3137877946A5052246781 @default.
- W3137877946 hasAuthorship W3137877946A5062642943 @default.
- W3137877946 hasConcept C111919701 @default.
- W3137877946 hasConcept C121332964 @default.
- W3137877946 hasConcept C124101348 @default.
- W3137877946 hasConcept C124670913 @default.
- W3137877946 hasConcept C144133560 @default.
- W3137877946 hasConcept C154945302 @default.
- W3137877946 hasConcept C162853370 @default.
- W3137877946 hasConcept C174998907 @default.
- W3137877946 hasConcept C195324797 @default.
- W3137877946 hasConcept C204321447 @default.
- W3137877946 hasConcept C207505557 @default.
- W3137877946 hasConcept C23123220 @default.
- W3137877946 hasConcept C2522767166 @default.
- W3137877946 hasConcept C2779010991 @default.
- W3137877946 hasConcept C2779662365 @default.
- W3137877946 hasConcept C41008148 @default.
- W3137877946 hasConcept C62520636 @default.
- W3137877946 hasConcept C85345410 @default.
- W3137877946 hasConcept C93453677 @default.
- W3137877946 hasConcept C98045186 @default.
- W3137877946 hasConceptScore W3137877946C111919701 @default.
- W3137877946 hasConceptScore W3137877946C121332964 @default.
- W3137877946 hasConceptScore W3137877946C124101348 @default.
- W3137877946 hasConceptScore W3137877946C124670913 @default.
- W3137877946 hasConceptScore W3137877946C144133560 @default.
- W3137877946 hasConceptScore W3137877946C154945302 @default.
- W3137877946 hasConceptScore W3137877946C162853370 @default.
- W3137877946 hasConceptScore W3137877946C174998907 @default.
- W3137877946 hasConceptScore W3137877946C195324797 @default.
- W3137877946 hasConceptScore W3137877946C204321447 @default.
- W3137877946 hasConceptScore W3137877946C207505557 @default.
- W3137877946 hasConceptScore W3137877946C23123220 @default.
- W3137877946 hasConceptScore W3137877946C2522767166 @default.
- W3137877946 hasConceptScore W3137877946C2779010991 @default.
- W3137877946 hasConceptScore W3137877946C2779662365 @default.
- W3137877946 hasConceptScore W3137877946C41008148 @default.
- W3137877946 hasConceptScore W3137877946C62520636 @default.
- W3137877946 hasConceptScore W3137877946C85345410 @default.
- W3137877946 hasConceptScore W3137877946C93453677 @default.
- W3137877946 hasConceptScore W3137877946C98045186 @default.
- W3137877946 hasLocation W31378779461 @default.
- W3137877946 hasOpenAccess W3137877946 @default.
- W3137877946 hasPrimaryLocation W31378779461 @default.
- W3137877946 hasRelatedWork W1538331537 @default.
- W3137877946 hasRelatedWork W175943842 @default.
- W3137877946 hasRelatedWork W1937924104 @default.
- W3137877946 hasRelatedWork W1970922981 @default.
- W3137877946 hasRelatedWork W2057186376 @default.
- W3137877946 hasRelatedWork W2123946066 @default.
- W3137877946 hasRelatedWork W2156986752 @default.
- W3137877946 hasRelatedWork W2171651737 @default.
- W3137877946 hasRelatedWork W2241112285 @default.
- W3137877946 hasRelatedWork W2484331096 @default.
- W3137877946 hasRelatedWork W2613899256 @default.
- W3137877946 hasRelatedWork W2751183094 @default.
- W3137877946 hasRelatedWork W2890267145 @default.
- W3137877946 hasRelatedWork W2891326837 @default.
- W3137877946 hasRelatedWork W2897501115 @default.
- W3137877946 hasRelatedWork W3010898609 @default.
- W3137877946 hasRelatedWork W3109884821 @default.
- W3137877946 hasRelatedWork W3186542182 @default.
- W3137877946 hasRelatedWork W74857346 @default.
- W3137877946 hasRelatedWork W2245293844 @default.
- W3137877946 isParatext "false" @default.
- W3137877946 isRetracted "false" @default.
- W3137877946 magId "3137877946" @default.
- W3137877946 workType "article" @default.