{"id":"https://openalex.org/W2770443787","doi":"https://doi.org/10.1080/17517575.2017.1402371","title":"A systematic mapping study of process mining","display_name":"A systematic mapping study of process mining","publication_year":2017,"publication_date":"2017-11-20","ids":{"openalex":"https://openalex.org/W2770443787","doi":"https://doi.org/10.1080/17517575.2017.1402371","mag":"2770443787"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2017.1402371","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2017.1402371","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/A_systematic_mapping_study_of_process_mining/5619598","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016494752","display_name":"Ana Roc\u00edo C\u00e1rdenas Maita","orcid":"https://orcid.org/0000-0001-9879-3229"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana Roc\u00edo C\u00e1rdenas Maita","raw_affiliation_strings":["School of Arts, Sciences and Humanities, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"School of Arts, Sciences and Humanities, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009318671","display_name":"Lucas Corr\u00eaa Martins","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Corr\u00eaa Martins","raw_affiliation_strings":["School of Arts, Sciences and Humanities, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"School of Arts, Sciences and Humanities, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075624432","display_name":"Carlos Ram\u00f3n L\u00f3pez Paz","orcid":"https://orcid.org/0000-0002-1916-0085"},"institutions":[{"id":"https://openalex.org/I908025542","display_name":"Polytechnic Jos\u00e9 Antonio Echeverr\u00eda","ror":"https://ror.org/0573cnq15","country_code":"CU","type":"education","lineage":["https://openalex.org/I908025542"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Carlos Ram\u00f3n L\u00f3pez Paz","raw_affiliation_strings":["Faculty of Computer Engineering, Jos\u00e9 Antonio Echeverr\u03afa Higher Polytechnic Institute, Havana, Cuba"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Engineering, Jos\u00e9 Antonio Echeverr\u03afa Higher Polytechnic Institute, Havana, Cuba","institution_ids":["https://openalex.org/I908025542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091291266","display_name":"Laura Rafferty","orcid":"https://orcid.org/0000-0003-4095-0222"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Laura Rafferty","raw_affiliation_strings":["Faculty of Business and Information Technology, University of Ontario Institute of Technology, Oshawa, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Business and Information Technology, University of Ontario Institute of Technology, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065705195","display_name":"Patrick C. K. Hung","orcid":"https://orcid.org/0000-0002-9903-4862"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Patrick C. K. Hung","raw_affiliation_strings":["Faculty of Business and Information Technology, University of Ontario Institute of Technology, Oshawa, Canada"],"affiliations":[{"raw_affiliation_string":"Faculty of Business and Information Technology, University of Ontario Institute of Technology, Oshawa, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056299555","display_name":"Sarajane Marques Peres","orcid":"https://orcid.org/0000-0003-3551-6480"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sarajane Marques Peres","raw_affiliation_strings":["School of Arts, Sciences and Humanities, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"School of Arts, Sciences and Humanities, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026913424","display_name":"Marcelo Fantinato","orcid":"https://orcid.org/0000-0001-6261-1497"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Marcelo Fantinato","raw_affiliation_strings":["School of Arts, Sciences and Humanities, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"School of Arts, Sciences and Humanities, University of S\u00e3o Paulo, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5026913424"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":9.1371,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.97908074,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"12","issue":"5","first_page":"505","last_page":"549"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9997000098228455,"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":0.9997000098228455,"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/T11719","display_name":"Data Quality and Management","score":0.9919000267982483,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9914000034332275,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7200988531112671},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.6601090431213379},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.612403154373169},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5780686140060425},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.5564762949943542},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5000858306884766},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4841385781764984},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.4669666588306427},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.460668683052063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44717901945114136},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.43966183066368103},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32776328921318054},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.23487111926078796},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13499993085861206},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.12634479999542236},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.11344534158706665},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.07760539650917053}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7200988531112671},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.6601090431213379},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.612403154373169},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5780686140060425},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.5564762949943542},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5000858306884766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4841385781764984},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.4669666588306427},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.460668683052063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44717901945114136},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.43966183066368103},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32776328921318054},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.23487111926078796},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13499993085861206},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.12634479999542236},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.11344534158706665},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.07760539650917053},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/17517575.2017.1402371","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2017.1402371","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:figshare.com:article/5619598","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_systematic_mapping_study_of_process_mining/5619598","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.6084/m9.figshare.5619598.v2","is_oa":true,"landing_page_url":"https://doi.org/10.6084/m9.figshare.5619598.v2","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/5619598","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/A_systematic_mapping_study_of_process_mining/5619598","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G281384608","display_name":null,"funder_award_id":"2013/17520-7","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"},{"id":"https://openalex.org/G6098459908","display_name":null,"funder_award_id":"general","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W51251913","https://openalex.org/W78817961","https://openalex.org/W88763981","https://openalex.org/W89514556","https://openalex.org/W138409026","https://openalex.org/W143345331","https://openalex.org/W190190587","https://openalex.org/W568949530","https://openalex.org/W1484724297","https://openalex.org/W1496357020","https://openalex.org/W1500731913","https://openalex.org/W1537404216","https://openalex.org/W1547742302","https://openalex.org/W1561092886","https://openalex.org/W1569512666","https://openalex.org/W1578517626","https://openalex.org/W1586642858","https://openalex.org/W1662133657","https://openalex.org/W1790954942","https://openalex.org/W1874700673","https://openalex.org/W1912497050","https://openalex.org/W1972212434","https://openalex.org/W1981773348","https://openalex.org/W1988711048","https://openalex.org/W2012597977","https://openalex.org/W2018297454","https://openalex.org/W2024066532","https://openalex.org/W2036430976","https://openalex.org/W2049248180","https://openalex.org/W2090526358","https://openalex.org/W2098250644","https://openalex.org/W2101457992","https://openalex.org/W2122410182","https://openalex.org/W2129466958","https://openalex.org/W2134937538","https://openalex.org/W2140190241","https://openalex.org/W2142827986","https://openalex.org/W2146084249","https://openalex.org/W2151164148","https://openalex.org/W2153074919","https://openalex.org/W2163598528","https://openalex.org/W2165043113","https://openalex.org/W2165612380","https://openalex.org/W2170051345","https://openalex.org/W2186428165","https://openalex.org/W2335694744","https://openalex.org/W2336445786","https://openalex.org/W2444010286","https://openalex.org/W2478995919","https://openalex.org/W2497849059","https://openalex.org/W2513174354","https://openalex.org/W2563529195","https://openalex.org/W3016210511","https://openalex.org/W3017143921","https://openalex.org/W4214597316","https://openalex.org/W4229646213","https://openalex.org/W4230145224","https://openalex.org/W4238091469","https://openalex.org/W4243932450","https://openalex.org/W4246847091","https://openalex.org/W4250686409","https://openalex.org/W4291213652","https://openalex.org/W4300958603","https://openalex.org/W6684327724","https://openalex.org/W6684348881"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2608662023","https://openalex.org/W2158991459","https://openalex.org/W2808742510","https://openalex.org/W4248246100","https://openalex.org/W2979752478","https://openalex.org/W4205089782","https://openalex.org/W2772392577"],"abstract_inverted_index":{"This":[0],"study":[1],"systematically":[2],"assesses":[3],"the":[4,21,33,44],"process":[5,25],"mining":[6,26,35,80],"scenario":[7],"from":[8,93],"2005":[9],"to":[10,65],"2014.":[11],"The":[12,38,67],"analysis":[13],"of":[14,24,97],"705":[15],"papers":[16],"evidenced":[17],"\u2018discovery\u2019":[18],"(71%)":[19],"as":[20,32,83],"main":[22,34],"type":[23],"addressed":[27],"and":[28,53,74,89],"\u2018categorical":[29],"prediction\u2019":[30],"(25%)":[31],"task":[36],"solved.":[37],"most":[39,68],"applied":[40,69],"traditional":[41],"technique":[42],"is":[43],"\u2018graph":[45],"structure-based\u2019":[46],"ones":[47],"(38%).":[48],"Specifically":[49],"concerning":[50],"computational":[51],"intelligence":[52],"machine":[54],"learning":[55],"techniques,":[56],"we":[57],"concluded":[58],"that":[59],"little":[60],"relevance":[61],"has":[62],"been":[63],"given":[64],"them.":[66],"are":[70],"\u2018evolutionary":[71],"computation\u2019":[72],"(9%)":[73],"\u2018decision":[75],"tree\u2019":[76],"(6%),":[77],"respectively.":[78],"Process":[79],"challenges,":[81],"such":[82,98],"balancing":[84],"among":[85],"robustness,":[86],"simplicity,":[87],"accuracy":[88],"generalization,":[90],"could":[91],"benefit":[92],"a":[94],"larger":[95],"use":[96],"techniques.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2017-12-04T00:00:00"}