{"id":"https://openalex.org/W2156071441","doi":"https://doi.org/10.1109/icdew.2011.5767638","title":"Automated correlation discovery for semi-structured business processes","display_name":"Automated correlation discovery for semi-structured business processes","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2156071441","doi":"https://doi.org/10.1109/icdew.2011.5767638","mag":"2156071441"},"language":"en","primary_location":{"id":"doi:10.1109/icdew.2011.5767638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2011.5767638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 27th International Conference on Data Engineering Workshops","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031784858","display_name":"Szabolcs Rozsnyai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Szabolcs Rozsnyai","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Hawthorne, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011641010","display_name":"Aleksander Slominski","orcid":"https://orcid.org/0000-0001-6460-8435"},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aleksander Slominski","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Hawthorne, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017885798","display_name":"Geetika T. Lakshmanan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114115","display_name":"IBM Research - Thomas J. Watson Research Center","ror":"https://ror.org/0265w5591","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Geetika T. Lakshmanan","raw_affiliation_strings":["IBM Thomas J. Watson Research Center, Hawthorne, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Thomas J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I4210114115"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210114115"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":null,"first_page":"261","last_page":"266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9993000030517578,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.804734468460083},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7936863899230957},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7892308235168457},{"id":"https://openalex.org/keywords/identifier","display_name":"Identifier","score":0.7120670080184937},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.6223156452178955},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.6173626184463501},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.5964609384536743},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5678387880325317},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5408023595809937},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.469044029712677},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.46065542101860046},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39180243015289307},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.3356861472129822},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.31567519903182983},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2619839012622833},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09126678109169006}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.804734468460083},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7936863899230957},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7892308235168457},{"id":"https://openalex.org/C154504017","wikidata":"https://www.wikidata.org/wiki/Q853614","display_name":"Identifier","level":2,"score":0.7120670080184937},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.6223156452178955},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.6173626184463501},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.5964609384536743},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5678387880325317},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5408023595809937},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.469044029712677},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.46065542101860046},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39180243015289307},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.3356861472129822},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.31567519903182983},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2619839012622833},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09126678109169006},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdew.2011.5767638","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2011.5767638","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 27th International Conference on Data Engineering Workshops","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1510305954","https://openalex.org/W1520710757","https://openalex.org/W1981420413","https://openalex.org/W2008896880","https://openalex.org/W2022176544","https://openalex.org/W2042795885","https://openalex.org/W2070460277","https://openalex.org/W2102489964","https://openalex.org/W2103676490","https://openalex.org/W2107364691","https://openalex.org/W2126751227","https://openalex.org/W2137302838","https://openalex.org/W2140523882","https://openalex.org/W2141041210","https://openalex.org/W2142151675","https://openalex.org/W2163597489","https://openalex.org/W2170135244","https://openalex.org/W2913814494","https://openalex.org/W6680607918"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4366534517","https://openalex.org/W4300560926","https://openalex.org/W2473542839","https://openalex.org/W2050159024","https://openalex.org/W2345053703","https://openalex.org/W2408600672","https://openalex.org/W1611051793","https://openalex.org/W2119415289"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,132],"describe":[4],"an":[5],"algorithm":[6,48],"to":[7,28,112],"automatically":[8],"detect":[9],"correlation":[10],"identifiers":[11,17],"from":[12],"arbitrary":[13],"data":[14,25,120,150],"sources.":[15],"Correlation":[16],"can":[18],"be":[19],"useful":[20],"for":[21,36],"determining":[22],"relationships":[23],"between":[24],"in":[26,116,135,145],"order":[27,61],"isolate":[29],"instances":[30],"of":[31,39,66,80,147],"a":[32,54,58,77],"running":[33],"business":[34],"process":[35,40],"the":[37,130],"purposes":[38],"monitoring":[41],"and":[42,49,69,89,143],"discovery.":[43],"We":[44],"have":[45],"implemented":[46],"our":[47,51,107,123],"validate":[50],"approach":[52,108],"on":[53,119],"simulator":[55,124],"that":[56,106],"implements":[57],"real-world":[59],"inspired":[60],"management":[62],"case":[63],"scenario":[64,75],"consisting":[65],"24":[67],"activities":[68],"corresponding":[70],"event":[71],"types.":[72],"This":[73],"simulated":[74],"involves":[76],"wide":[78],"range":[79],"heterogeneous":[81],"systems":[82],"(e.g.":[83],"Order":[84],"Management,":[85,87],"Document":[86],"E-Mail,":[88],"Export":[90],"Violation":[91],"Detection":[92],"Services)":[93],"as":[94,96,139],"well":[95],"workflow-supported":[97],"human-driven":[98],"interactions":[99],"(Process":[100],"Management":[101],"System).":[102],"Initial":[103],"results":[104],"indicate":[105],"is":[109],"promising":[110],"due":[111],"its":[113],"demonstrated":[114],"success":[115],"distinguishing":[117],"correlations":[118],"generated":[121],"by":[122],"executions.":[125],"Our":[126],"work":[127,137],"also":[128],"highlights":[129],"directions":[131],"could":[133],"explore":[134],"future":[136],"such":[138],"distributed":[140],"statistics":[141],"calculation,":[142],"scalability":[144],"terms":[146],"handling":[148],"massive":[149],"sets.":[151]},"counts_by_year":[{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}