{"id":"https://openalex.org/W2793734011","doi":"https://doi.org/10.1109/access.2018.2795701","title":"Measuring Data-Aware Process Consistency Based on Activity Constraint Graphs","display_name":"Measuring Data-Aware Process Consistency Based on Activity Constraint Graphs","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2793734011","doi":"https://doi.org/10.1109/access.2018.2795701","mag":"2793734011"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2795701","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2795701","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2795701","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100601218","display_name":"Xuewei Zhang","orcid":"https://orcid.org/0000-0002-0512-8308"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuewei Zhang","raw_affiliation_strings":["School of Defense Engineering, PLA Army Engineering University, Nanjing, China","ORCiD"],"raw_orcid":"https://orcid.org/0000-0002-0512-8308","affiliations":[{"raw_affiliation_string":"School of Defense Engineering, PLA Army Engineering University, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069580705","display_name":"Jiacun Wang","orcid":"https://orcid.org/0000-0003-4176-3947"},"institutions":[{"id":"https://openalex.org/I141450709","display_name":"Monmouth University","ror":"https://ror.org/01d6qxv05","country_code":"US","type":"education","lineage":["https://openalex.org/I141450709"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiacun Wang","raw_affiliation_strings":["Computer Science and Software Engineering Department, Monmouth University, West Long Branch, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering Department, Monmouth University, West Long Branch, NJ, USA","institution_ids":["https://openalex.org/I141450709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101563470","display_name":"Jianchun Xing","orcid":"https://orcid.org/0000-0002-7290-5023"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianchun Xing","raw_affiliation_strings":["School of Defense Engineering, PLA Army Engineering University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Defense Engineering, PLA Army Engineering University, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071056788","display_name":"Wei Song","orcid":"https://orcid.org/0000-0002-4324-3382"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Song","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100650553","display_name":"Qiliang Yang","orcid":"https://orcid.org/0000-0002-3274-2119"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiliang Yang","raw_affiliation_strings":["School of Defense Engineering, PLA Army Engineering University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Defense Engineering, PLA Army Engineering University, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6437,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73253745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"21005","last_page":"21019"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9939000010490417,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9915000200271606,"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":0.816893458366394},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.7711701989173889},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5869261622428894},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5850474238395691},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5775558352470398},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.46243536472320557},{"id":"https://openalex.org/keywords/data-consistency","display_name":"Data consistency","score":0.4549230933189392},{"id":"https://openalex.org/keywords/local-consistency","display_name":"Local consistency","score":0.42291563749313354},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.41283899545669556},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37835973501205444},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3537163734436035},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.3077288866043091},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21966248750686646},{"id":"https://openalex.org/keywords/constraint-satisfaction-problem","display_name":"Constraint satisfaction problem","score":0.2008397877216339},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11990118026733398}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.816893458366394},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.7711701989173889},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5869261622428894},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5850474238395691},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5775558352470398},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.46243536472320557},{"id":"https://openalex.org/C93361087","wikidata":"https://www.wikidata.org/wiki/Q4426698","display_name":"Data consistency","level":2,"score":0.4549230933189392},{"id":"https://openalex.org/C137105694","wikidata":"https://www.wikidata.org/wiki/Q3407510","display_name":"Local consistency","level":4,"score":0.42291563749313354},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.41283899545669556},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37835973501205444},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3537163734436035},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.3077288866043091},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21966248750686646},{"id":"https://openalex.org/C199622910","wikidata":"https://www.wikidata.org/wiki/Q1128326","display_name":"Constraint satisfaction problem","level":3,"score":0.2008397877216339},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11990118026733398},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2795701","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2795701","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d22b889a5c414929b9cb5a6d0c3cc90a","is_oa":true,"landing_page_url":"https://doaj.org/article/d22b889a5c414929b9cb5a6d0c3cc90a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 21005-21019 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2795701","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2795701","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G2132647530","display_name":null,"funder_award_id":"61761136003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8345355309","display_name":null,"funder_award_id":"BK20171427","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G8539870411","display_name":null,"funder_award_id":"2017YFB1001801","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W73171875","https://openalex.org/W1518240578","https://openalex.org/W1525574286","https://openalex.org/W1530492661","https://openalex.org/W1556490356","https://openalex.org/W1918882354","https://openalex.org/W1971292095","https://openalex.org/W1985161650","https://openalex.org/W2003489194","https://openalex.org/W2009636439","https://openalex.org/W2018523709","https://openalex.org/W2029133737","https://openalex.org/W2038336211","https://openalex.org/W2061326987","https://openalex.org/W2090132955","https://openalex.org/W2097685196","https://openalex.org/W2107620109","https://openalex.org/W2112154020","https://openalex.org/W2120312005","https://openalex.org/W2127672769","https://openalex.org/W2134443897","https://openalex.org/W2140531678","https://openalex.org/W2141935655","https://openalex.org/W2144344516","https://openalex.org/W2147793353","https://openalex.org/W2150784528","https://openalex.org/W2160164274","https://openalex.org/W2161722232","https://openalex.org/W2178686891","https://openalex.org/W2205337852","https://openalex.org/W2245153722","https://openalex.org/W2274712895","https://openalex.org/W2329646465","https://openalex.org/W2473281511","https://openalex.org/W2626124486","https://openalex.org/W2911625174","https://openalex.org/W4233755518","https://openalex.org/W4237854095"],"related_works":["https://openalex.org/W1510768092","https://openalex.org/W2611003898","https://openalex.org/W2951912874","https://openalex.org/W2178697489","https://openalex.org/W2171997565","https://openalex.org/W3154160056","https://openalex.org/W2381224930","https://openalex.org/W2610525591","https://openalex.org/W1598652458","https://openalex.org/W2044707813"],"abstract_inverted_index":{"Data-aware":[0],"processes":[1,34],"play":[2],"a":[3,77,102,127,153,165,204],"crucial":[4],"role":[5],"in":[6,24,121,164],"various":[7],"IT":[8],"systems,":[9],"including":[10],"requirement":[11],"elicitation,":[12],"domain":[13],"analysis,":[14],"software":[15],"design,":[16],"and":[17,27,135,168,174,187,210],"system":[18],"execution.":[19],"Due":[20],"to":[21,51,66,100,146,157,179],"frequent":[22],"changes":[23],"business":[25],"environments":[26],"continual":[28],"internal":[29],"adjustments":[30],"of":[31,44,62,96,108,130,184,189,192,207],"enterprises,":[32],"data-aware":[33,69,111,122,149],"are":[35,177],"increasingly":[36],"evolved":[37],"into":[38],"multiple":[39],"process":[40,52,54,57,70,150],"variants.":[41],"The":[42,94],"detection":[43,191],"differences":[45,212],"between":[46,110],"variants":[47],"can":[48],"be":[49],"related":[50],"mapping,":[53],"integration,":[55],"or":[56,80,83],"substitution.":[58],"A":[59],"critical":[60],"step":[61],"the":[63,68,90,148,181],"procedure":[64],"is":[65,99,200],"investigate":[67],"consistency.":[71],"Unfortunately,":[72],"existing":[73],"studies":[74],"only":[75],"provide":[76],"simple":[78],"\"yes\"":[79],"\"no\"":[81],"answer":[82,87],"look":[84],"for":[85,105,139],"an":[86,137],"purely":[88],"from":[89,155],"control":[91],"flow":[92],"perspective.":[93],"objective":[95],"this":[97],"paper":[98],"propose":[101,136],"systematic":[103],"solution":[104],"effective":[106],"measurement":[107],"consistency":[109,151,185,208],"processes.":[112,123],"First,":[113],"we":[114,125,143],"identify":[115],"essential":[116],"activity":[117,131],"constraints":[118],"which":[119],"reside":[120],"Then,":[124],"introduce":[126],"novel":[128],"concept":[129],"constraint":[132],"graph":[133],"(ACG)":[134],"algorithm":[138],"constructing":[140],"ACGs.":[141],"Finally,":[142],"use":[144],"ACGs":[145],"measure":[147],"on":[152],"scale":[154],"0":[156],"1.":[158],"Our":[159],"technique":[160],"has":[161],"been":[162],"implemented":[163],"prototype":[166],"tool,":[167],"extensive":[169],"experiments":[170],"using":[171],"both":[172],"real":[173],"synthetic":[175],"datasets":[176],"conducted":[178],"evaluate":[180],"accuracy,":[182],"distribution":[183,206],"degrees,":[186,209],"capacity":[188],"difference":[190],"our":[193,198],"approach.":[194],"Results":[195],"show":[196],"that":[197],"approach":[199],"more":[201,213],"accurate,":[202],"generates":[203],"finer":[205],"detects":[211],"effectively":[214],"than":[215],"other":[216],"state-of-the-art":[217],"approaches.":[218]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
