{"id":"https://openalex.org/W3125493574","doi":"https://doi.org/10.1109/tase.2021.3049772","title":"Measuring Similarity for Data-Aware Business Processes","display_name":"Measuring Similarity for Data-Aware Business Processes","publication_year":2021,"publication_date":"2021-01-26","ids":{"openalex":"https://openalex.org/W3125493574","doi":"https://doi.org/10.1109/tase.2021.3049772","mag":"3125493574"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2021.3049772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3049772","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"},"type":"article","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/A5100331605","display_name":"Cong Liu","orcid":"https://orcid.org/0000-0002-5999-2126"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cong Liu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University of Technology, Zibo, China","School of Computer Science and Technology, Shandong University of Technology, Zibo 255000, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]},{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University of Technology, Zibo 255000, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003178957","display_name":"Qingtian Zeng","orcid":"https://orcid.org/0000-0002-6421-8223"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingtian Zeng","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073321754","display_name":"Long Cheng","orcid":"https://orcid.org/0000-0003-1638-059X"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Cheng","raw_affiliation_strings":["School of Control and Computer Engineering, North China Electric Power University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Control and Computer Engineering, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040737744","display_name":"Hua Duan","orcid":"https://orcid.org/0000-0002-0947-2704"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Duan","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao 266590, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022399023","display_name":"Jiujun Cheng","orcid":"https://orcid.org/0000-0001-5176-4762"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiujun Cheng","raw_affiliation_strings":["Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China","Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai 200092, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Key Laboratory of Embedded System and Service Computing, Ministry of Education, Tongji University, Shanghai 200092, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100331605"],"corresponding_institution_ids":["https://openalex.org/I119203015"],"apc_list":null,"apc_paid":null,"fwci":5.4498,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.95838443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"19","issue":"2","first_page":"1070","last_page":"1082"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9878000020980835,"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/T11719","display_name":"Data Quality and Management","score":0.975600004196167,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7089182138442993},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7002267837524414},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6426206231117249},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6394163966178894},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.6313643455505371},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5696041584014893},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.5195222496986389},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.5012619495391846},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.484452486038208},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4802539646625519},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.47465378046035767},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.46828100085258484},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4669873118400574},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4568825364112854},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43277937173843384},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.41382575035095215},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.32210832834243774},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.30417367815971375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22011271119117737},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0943768322467804}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7089182138442993},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7002267837524414},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6426206231117249},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6394163966178894},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.6313643455505371},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5696041584014893},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.5195222496986389},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.5012619495391846},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.484452486038208},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4802539646625519},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.47465378046035767},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.46828100085258484},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4669873118400574},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4568825364112854},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43277937173843384},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.41382575035095215},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.32210832834243774},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.30417367815971375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22011271119117737},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0943768322467804},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2021.3049772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3049772","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5099999904632568,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2782574266","display_name":null,"funder_award_id":"2015TDJH102","funder_id":"https://openalex.org/F4320322522","funder_display_name":"Shandong University of Science and Technology"},{"id":"https://openalex.org/G7292913769","display_name":null,"funder_award_id":"61902222","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322522","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W12246666","https://openalex.org/W1514774939","https://openalex.org/W1552362697","https://openalex.org/W1553198894","https://openalex.org/W1981182823","https://openalex.org/W1985058355","https://openalex.org/W1986427761","https://openalex.org/W1987350303","https://openalex.org/W2038935471","https://openalex.org/W2042175319","https://openalex.org/W2042759024","https://openalex.org/W2043164102","https://openalex.org/W2047107323","https://openalex.org/W2113355185","https://openalex.org/W2127111258","https://openalex.org/W2129466958","https://openalex.org/W2140264384","https://openalex.org/W2159506309","https://openalex.org/W2171275211","https://openalex.org/W2530196882","https://openalex.org/W2607506804","https://openalex.org/W2806528198","https://openalex.org/W2943710525","https://openalex.org/W3007984939","https://openalex.org/W3014722445","https://openalex.org/W3032967604","https://openalex.org/W3090727495","https://openalex.org/W6638270788"],"related_works":["https://openalex.org/W4366534517","https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2996377510","https://openalex.org/W2473542839","https://openalex.org/W2734067265","https://openalex.org/W2046542804","https://openalex.org/W3138284350","https://openalex.org/W2050159024"],"abstract_inverted_index":{"Business":[0],"process":[1,9,15,17,20,26,42,51,112],"similarity":[2,27,43,79,97,132],"measures":[3,117,133],"are":[4],"of":[5,39,78,98,129,137],"vital":[6],"importance":[7],"for":[8],"repository":[10],"management":[11],"applications,":[12],"such":[13],"as":[14],"query,":[16],"recommendation,":[18],"and":[19,70,90,127],"clustering.":[21],"Most":[22],"existing":[23],"approaches":[24],"measure":[25],"by":[28,61,134],"relying":[29],"on":[30],"control-flow":[31],"structures":[32],"only.":[33],"This":[34],"article":[35],"investigates":[36],"the":[37,63,96,125,130],"role":[38],"data":[40,68,82,86],"in":[41,118],"measure.":[44],"To":[45],"incorporate":[46],"data-flow":[47],"information":[48],"into":[49],"business":[50,100],"control":[52],"flow,":[53],"it":[54],"proposes":[55],"a":[56,106,119,135],"data-aware":[57,91,99],"workflow":[58,65],"net":[59,66],"(DWF-net)":[60],"extending":[62],"classical":[64],"with":[67],"reading":[69],"writing":[71],"semantics.":[72],"Then,":[73],"we":[74,123],"introduce":[75],"three":[76,116],"types":[77],"measures,":[80],"i.e.,":[81],"item":[83],"set-based":[84,88],"similarity,":[85,89,93],"operation":[87],"behavior-based":[92],"to":[94,110],"quantify":[95],"processes":[101],"from":[102],"different":[103],"perspectives.":[104],"Next,":[105],"methodology":[107],"is":[108],"introduced":[109],"help":[111],"analysts":[113],"apply":[114],"these":[115],"systematical":[120],"way.":[121],"Finally,":[122],"evaluate":[124],"effectiveness":[126],"applicability":[128],"proposed":[131],"group":[136],"comparative":[138],"experiments.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
