{"id":"https://openalex.org/W2524694828","doi":"https://doi.org/10.1109/edoc.2016.7579378","title":"Apriori and Sequence Analysis for Discovering Declarative Process Models","display_name":"Apriori and Sequence Analysis for Discovering Declarative Process Models","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2524694828","doi":"https://doi.org/10.1109/edoc.2016.7579378","mag":"2524694828"},"language":"en","primary_location":{"id":"doi:10.1109/edoc.2016.7579378","is_oa":false,"landing_page_url":"https://doi.org/10.1109/edoc.2016.7579378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 20th International Enterprise Distributed Object Computing Conference (EDOC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11573/1372949","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036795928","display_name":"T. Sree Kala","orcid":null},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":true,"raw_author_name":"Taavi Kala","raw_affiliation_strings":["University of Tartu, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078031491","display_name":"Fabrizio Maria Maggi","orcid":"https://orcid.org/0000-0002-9089-6896"},"institutions":[{"id":"https://openalex.org/I56085075","display_name":"University of Tartu","ror":"https://ror.org/03z77qz90","country_code":"EE","type":"education","lineage":["https://openalex.org/I56085075"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Fabrizio Maria Maggi","raw_affiliation_strings":["University of Tartu, Estonia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007015446","display_name":"Claudio Di Ciccio","orcid":"https://orcid.org/0000-0001-5570-0475"},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Claudio Di Ciccio","raw_affiliation_strings":["Vienna University of Economics and Business, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vienna University of Economics and Business, Austria","institution_ids":["https://openalex.org/I102248843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070124724","display_name":"Chiara Di Francescomarino","orcid":"https://orcid.org/0000-0002-0264-9394"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Di Francescomarino","raw_affiliation_strings":["Fondazione Bruno Kessler, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Bruno Kessler, Italy","institution_ids":["https://openalex.org/I2277624104"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036795928"],"corresponding_institution_ids":["https://openalex.org/I56085075"],"apc_list":null,"apc_paid":null,"fwci":3.3622,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92739721,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"598","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.7651445865631104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7484756708145142},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6167595386505127},{"id":"https://openalex.org/keywords/conformance-checking","display_name":"Conformance checking","score":0.5963977575302124},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5590801239013672},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.5534918308258057},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5050950646400452},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.49298617243766785},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.48558682203292847},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.48506680130958557},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.45085233449935913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3223303556442261},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.30691295862197876},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.2939997613430023},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.23258578777313232},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.21733394265174866},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.2130528688430786},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11041763424873352}],"concepts":[{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.7651445865631104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7484756708145142},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6167595386505127},{"id":"https://openalex.org/C2775948798","wikidata":"https://www.wikidata.org/wiki/Q5160261","display_name":"Conformance checking","level":5,"score":0.5963977575302124},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5590801239013672},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.5534918308258057},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5050950646400452},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.49298617243766785},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.48558682203292847},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.48506680130958557},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.45085233449935913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3223303556442261},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.30691295862197876},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2939997613430023},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.23258578777313232},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.21733394265174866},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.2130528688430786},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11041763424873352},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/edoc.2016.7579378","is_oa":false,"landing_page_url":"https://doi.org/10.1109/edoc.2016.7579378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 20th International Enterprise Distributed Object Computing Conference (EDOC)","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.39UBZ_INST:11280478920001241","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/abstract/document/7579378","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:iris.uniroma1.it:11573/1372949","is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/1372949","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.unitn.it:11572/362706","is_oa":false,"landing_page_url":"https://hdl.handle.net/11572/362706","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:research.wu.ac.at:openaire_cris_publications/94872602-1e6b-48d0-ab1d-8416007cf8ab","is_oa":false,"landing_page_url":"https://research.wu.ac.at/de/publications/94872602-1e6b-48d0-ab1d-8416007cf8ab","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kala, T, Maggi, F M, Di Ciccio, C & Di Francescomarino, C 2016, Apriori and Sequence Analysis for Discovering Declarative Process Models. in Florian Matthes, Jan Mendling, Stefanie Rinderle-Ma (ed.), 20th IEEE International Enterprise Distributed Object Computing Conference, EDOC 2016, Vienna, Austria, September 5-9, 2016. IEEE, Vienna, Austria, pp. 1 - 9. https://doi.org/10.1109/EDOC.2016.7579378","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:unibz.it:11280478920001241","is_oa":false,"landing_page_url":"https://bia.unibz.it/esploro/outputs/conferenceProceeding/Apriori-and-sequence-analysis-for-discovering/991006390698701241","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:iris.uniroma1.it:11573/1372949","is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/1372949","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.4399999976158142,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W124909259","https://openalex.org/W197501193","https://openalex.org/W1440834709","https://openalex.org/W1490658580","https://openalex.org/W1506285740","https://openalex.org/W1555544970","https://openalex.org/W1589840570","https://openalex.org/W1593504443","https://openalex.org/W1660874201","https://openalex.org/W2022078754","https://openalex.org/W2042780115","https://openalex.org/W2065434350","https://openalex.org/W2101107197","https://openalex.org/W2101238481","https://openalex.org/W2160109021","https://openalex.org/W2160967540","https://openalex.org/W2167405691","https://openalex.org/W2279954259","https://openalex.org/W2296466349","https://openalex.org/W2403489983","https://openalex.org/W2941618234","https://openalex.org/W2951532639","https://openalex.org/W4230145224","https://openalex.org/W6630198464","https://openalex.org/W6635602471","https://openalex.org/W6694817613","https://openalex.org/W6713398538","https://openalex.org/W6966664262","https://openalex.org/W7070695488"],"related_works":["https://openalex.org/W2989593792","https://openalex.org/W2965882148","https://openalex.org/W3091896359","https://openalex.org/W2158991459","https://openalex.org/W3172074448","https://openalex.org/W3202975295","https://openalex.org/W4312219315","https://openalex.org/W2608662023","https://openalex.org/W2156732239","https://openalex.org/W2624817108"],"abstract_inverted_index":{"The":[0,21],"aim":[1],"of":[2,23,50,53,72,106,113,122,140],"process":[3,9,25,31,74,90],"discovery":[4,22],"is":[5,27,66],"to":[6,118],"build":[7],"a":[8,30,47,70,88,104,111,145],"model":[10],"from":[11,64],"an":[12,34,107],"event":[13,131],"log":[14],"without":[15],"prior":[16],"information":[17],"about":[18],"the":[19,54,58,67,73,81,120,123,136,141],"process.":[20],"declarative":[24,62,89],"models":[26,63,83],"useful":[28],"when":[29],"works":[32],"in":[33,57],"unpredictable":[35],"and":[36,110,128],"unstable":[37],"environment":[38],"since":[39],"several":[40],"allowed":[41],"paths":[42],"can":[43],"be":[44],"represented":[45,85],"as":[46],"compact":[48],"set":[49],"rules.":[51],"One":[52],"tools":[55],"available":[56],"literature":[59],"for":[60,96,115,144],"discovering":[61],"logs":[65],"Declare":[68,124],"Miner,":[69],"plug-in":[71,142],"mining":[75],"tool":[76],"ProM.":[77],"Using":[78,126],"this":[79,100],"plug-in,":[80],"discovered":[82],"are":[84],"using":[86],"Declare,":[87],"modelling":[91],"language":[92],"based":[93],"on":[94],"LTL":[95],"finite":[97],"traces.":[98],"In":[99],"paper,":[101],"we":[102,133],"use":[103],"combination":[105],"Apriori":[108],"algorithm":[109],"group":[112],"algorithms":[114],"Sequence":[116],"Analysis":[117],"improve":[119],"performances":[121],"Miner.":[125],"synthetic":[127],"real":[129],"life":[130],"logs,":[132],"show":[134],"that":[135],"new":[137],"implemented":[138],"core":[139],"allows":[143],"significant":[146],"performance":[147],"improvement.":[148]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-03T09:05:47.796612","created_date":"2016-10-07T00:00:00"}