Matches in SemOpenAlex for { <https://semopenalex.org/work/W2002962776> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2002962776 endingPage "101" @default.
- W2002962776 startingPage "85" @default.
- W2002962776 abstract "Automated process discovery techniques aim at extracting process models from information system logs. Existing techniques in this space are effective when applied to relatively small or regular logs, but generate spaghetti-like and sometimes inaccurate models when confronted to logs with high variability. In previous work, trace clustering has been applied in an attempt to reduce the size and complexity of automatically discovered process models. The idea is to split the log into clusters and to discover one model per cluster. This leads to a collection of process models - each one representing a variant of the business process - as opposed to an all-encompassing model. Still, models produced in this way may exhibit unacceptably high complexity and low fitness. In this setting, this paper presents a two-way divide-and-conquer process discovery technique, wherein the discovered process models are split on the one hand by variants and on the other hand hierarchically using subprocess extraction. Splitting is performed in a controlled manner in order to achieve user-defined complexity or fitness thresholds. Experiments on real-life logs show that the technique produces collections of models substantially smaller than those extracted by applying existing trace clustering techniques, while allowing the user to control the fitness of the resulting models." @default.
- W2002962776 created "2016-06-24" @default.
- W2002962776 creator A5032365202 @default.
- W2002962776 creator A5032967442 @default.
- W2002962776 creator A5042320622 @default.
- W2002962776 creator A5080266755 @default.
- W2002962776 creator A5085212075 @default.
- W2002962776 date "2014-12-01" @default.
- W2002962776 modified "2023-09-26" @default.
- W2002962776 title "Controlled automated discovery of collections of business process models" @default.
- W2002962776 cites W1582506982 @default.
- W2002962776 cites W1592254591 @default.
- W2002962776 cites W1593269637 @default.
- W2002962776 cites W1598385458 @default.
- W2002962776 cites W1607953426 @default.
- W2002962776 cites W1967201227 @default.
- W2002962776 cites W1991733014 @default.
- W2002962776 cites W2001496424 @default.
- W2002962776 cites W2042759024 @default.
- W2002962776 cites W2047547708 @default.
- W2002962776 cites W2084864929 @default.
- W2002962776 cites W2087103691 @default.
- W2002962776 cites W2094132988 @default.
- W2002962776 cites W2103226467 @default.
- W2002962776 cites W2109178347 @default.
- W2002962776 cites W2116056094 @default.
- W2002962776 cites W2116677259 @default.
- W2002962776 cites W2135482650 @default.
- W2002962776 cites W2138833087 @default.
- W2002962776 cites W2141567524 @default.
- W2002962776 cites W2151113201 @default.
- W2002962776 cites W2163284032 @default.
- W2002962776 cites W2177472777 @default.
- W2002962776 cites W2284951417 @default.
- W2002962776 cites W2808171667 @default.
- W2002962776 doi "https://doi.org/10.1016/j.is.2014.04.006" @default.
- W2002962776 hasPublicationYear "2014" @default.
- W2002962776 type Work @default.
- W2002962776 sameAs 2002962776 @default.
- W2002962776 citedByCount "24" @default.
- W2002962776 countsByYear W20029627762016 @default.
- W2002962776 countsByYear W20029627762017 @default.
- W2002962776 countsByYear W20029627762018 @default.
- W2002962776 countsByYear W20029627762019 @default.
- W2002962776 countsByYear W20029627762020 @default.
- W2002962776 countsByYear W20029627762021 @default.
- W2002962776 countsByYear W20029627762023 @default.
- W2002962776 crossrefType "journal-article" @default.
- W2002962776 hasAuthorship W2002962776A5032365202 @default.
- W2002962776 hasAuthorship W2002962776A5032967442 @default.
- W2002962776 hasAuthorship W2002962776A5042320622 @default.
- W2002962776 hasAuthorship W2002962776A5080266755 @default.
- W2002962776 hasAuthorship W2002962776A5085212075 @default.
- W2002962776 hasBestOaLocation W20029627762 @default.
- W2002962776 hasConcept C127413603 @default.
- W2002962776 hasConcept C174998907 @default.
- W2002962776 hasConcept C199360897 @default.
- W2002962776 hasConcept C207505557 @default.
- W2002962776 hasConcept C21547014 @default.
- W2002962776 hasConcept C2522767166 @default.
- W2002962776 hasConcept C41008148 @default.
- W2002962776 hasConcept C76956256 @default.
- W2002962776 hasConcept C85345410 @default.
- W2002962776 hasConcept C93453677 @default.
- W2002962776 hasConcept C98045186 @default.
- W2002962776 hasConceptScore W2002962776C127413603 @default.
- W2002962776 hasConceptScore W2002962776C174998907 @default.
- W2002962776 hasConceptScore W2002962776C199360897 @default.
- W2002962776 hasConceptScore W2002962776C207505557 @default.
- W2002962776 hasConceptScore W2002962776C21547014 @default.
- W2002962776 hasConceptScore W2002962776C2522767166 @default.
- W2002962776 hasConceptScore W2002962776C41008148 @default.
- W2002962776 hasConceptScore W2002962776C76956256 @default.
- W2002962776 hasConceptScore W2002962776C85345410 @default.
- W2002962776 hasConceptScore W2002962776C93453677 @default.
- W2002962776 hasConceptScore W2002962776C98045186 @default.
- W2002962776 hasLocation W20029627761 @default.
- W2002962776 hasLocation W20029627762 @default.
- W2002962776 hasLocation W20029627763 @default.
- W2002962776 hasOpenAccess W2002962776 @default.
- W2002962776 hasPrimaryLocation W20029627761 @default.
- W2002962776 hasRelatedWork W1824754501 @default.
- W2002962776 hasRelatedWork W1983710131 @default.
- W2002962776 hasRelatedWork W2295872254 @default.
- W2002962776 hasRelatedWork W2345053703 @default.
- W2002962776 hasRelatedWork W3086687885 @default.
- W2002962776 hasRelatedWork W3184122949 @default.
- W2002962776 hasRelatedWork W4225725709 @default.
- W2002962776 hasRelatedWork W4226188352 @default.
- W2002962776 hasRelatedWork W4361865022 @default.
- W2002962776 hasRelatedWork W632952682 @default.
- W2002962776 hasVolume "46" @default.
- W2002962776 isParatext "false" @default.
- W2002962776 isRetracted "false" @default.
- W2002962776 magId "2002962776" @default.
- W2002962776 workType "article" @default.