{"id":"https://openalex.org/W3013259567","doi":"https://doi.org/10.1007/s12599-020-00641-4","title":"Robotic Process Mining: Vision and Challenges","display_name":"Robotic Process Mining: Vision and Challenges","publication_year":2020,"publication_date":"2020-03-24","ids":{"openalex":"https://openalex.org/W3013259567","doi":"https://doi.org/10.1007/s12599-020-00641-4","mag":"3013259567"},"language":"en","primary_location":{"id":"doi:10.1007/s12599-020-00641-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12599-020-00641-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12599-020-00641-4.pdf","source":{"id":"https://openalex.org/S27339233","display_name":"Business & Information Systems Engineering","issn_l":"1867-0202","issn":["1867-0202","2363-7005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Business & Information Systems Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12599-020-00641-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056670635","display_name":"Volodymyr Leno","orcid":"https://orcid.org/0000-0002-6907-6682"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Volodymyr Leno","raw_affiliation_strings":["University of Melbourne, Parkville, VIC, 3010, Australia"],"affiliations":[{"raw_affiliation_string":"University of Melbourne, Parkville, VIC, 3010, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024929895","display_name":"Artem Polyvyanyy","orcid":"https://orcid.org/0000-0002-7672-1643"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Artem Polyvyanyy","raw_affiliation_strings":["University of Melbourne, Parkville, VIC, 3010, Australia"],"affiliations":[{"raw_affiliation_string":"University of Melbourne, Parkville, VIC, 3010, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085212075","display_name":"Marlon Dumas","orcid":"https://orcid.org/0000-0002-9247-7476"},"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":"Marlon Dumas","raw_affiliation_strings":["University of Tartu, Liivi 2, 50409, Tartu, Estonia"],"affiliations":[{"raw_affiliation_string":"University of Tartu, Liivi 2, 50409, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042320622","display_name":"Marcello La Rosa","orcid":"https://orcid.org/0000-0001-9568-4035"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Marcello La Rosa","raw_affiliation_strings":["University of Melbourne, Parkville, VIC, 3010, Australia"],"affiliations":[{"raw_affiliation_string":"University of Melbourne, Parkville, VIC, 3010, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","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, Liivi 2, 50409, Tartu, Estonia"],"affiliations":[{"raw_affiliation_string":"University of Tartu, Liivi 2, 50409, Tartu, Estonia","institution_ids":["https://openalex.org/I56085075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056670635"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":{"value":2790,"currency":"EUR","value_usd":3590},"fwci":20.4955,"has_fulltext":true,"cited_by_count":122,"citation_normalized_percentile":{"value":0.99486432,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"63","issue":"3","first_page":"301","last_page":"314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9990000128746033,"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":0.9990000128746033,"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/T13287","display_name":"Robotic Process Automation Applications","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9603000283241272,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.7747320532798767},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7504822015762329},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6968622207641602},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6863577365875244},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6417675018310547},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5713380575180054},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4986300468444824},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4536854028701782},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.4487329423427582},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4368979334831238},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3818138837814331},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20427197217941284},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13412392139434814},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08801278471946716}],"concepts":[{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.7747320532798767},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7504822015762329},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6968622207641602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6863577365875244},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6417675018310547},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5713380575180054},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4986300468444824},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4536854028701782},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.4487329423427582},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4368979334831238},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3818138837814331},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20427197217941284},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13412392139434814},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08801278471946716},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s12599-020-00641-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12599-020-00641-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12599-020-00641-4.pdf","source":{"id":"https://openalex.org/S27339233","display_name":"Business & Information Systems Engineering","issn_l":"1867-0202","issn":["1867-0202","2363-7005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Business & Information Systems Engineering","raw_type":"journal-article"},{"id":"pmh:oai:jupiter.its.unimelb.edu.au:11343/237397","is_oa":true,"landing_page_url":"http://hdl.handle.net/11343/237397","pdf_url":"http://hdl.handle.net/11343/237397","source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:RePEc:spr:binfse:v:63:y:2021:i:3:d:10.1007_s12599-020-00641-4","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s12599-020-00641-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:aisel.aisnet.org:bise-1626","is_oa":false,"landing_page_url":"https://aisel.aisnet.org/bise/vol63/iss3/7","pdf_url":null,"source":{"id":"https://openalex.org/S30879505","display_name":"Journal of the Association for Information Systems","issn_l":"1536-9323","issn":["1536-9323"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321080","host_organization_name":"Association for Information Systems","host_organization_lineage":["https://openalex.org/P4310321080"],"host_organization_lineage_names":["Association for Information Systems"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Business & Information Systems Engineering","raw_type":"text"},{"id":"pmh:oai:alma.39UBZ_INST:11257086410001241","is_oa":true,"landing_page_url":"https://link.springer.com/article/10.1007/s12599-020-00641-4","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/s12599-020-00641-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12599-020-00641-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12599-020-00641-4.pdf","source":{"id":"https://openalex.org/S27339233","display_name":"Business & Information Systems Engineering","issn_l":"1867-0202","issn":["1867-0202","2363-7005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Business & Information Systems Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4000000059604645}],"awards":[{"id":"https://openalex.org/G5202371700","display_name":null,"funder_award_id":"DP180102839","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G611870384","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3013259567.pdf","grobid_xml":"https://content.openalex.org/works/W3013259567.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W41595160","https://openalex.org/W177979796","https://openalex.org/W1508436075","https://openalex.org/W1515087027","https://openalex.org/W1824264389","https://openalex.org/W1843425376","https://openalex.org/W1913639845","https://openalex.org/W2063771604","https://openalex.org/W2111836111","https://openalex.org/W2133224197","https://openalex.org/W2144266514","https://openalex.org/W2146133727","https://openalex.org/W2427822648","https://openalex.org/W2468067389","https://openalex.org/W2485559788","https://openalex.org/W2524473748","https://openalex.org/W2524961085","https://openalex.org/W2553057310","https://openalex.org/W2593903637","https://openalex.org/W2604313671","https://openalex.org/W2612824201","https://openalex.org/W2748458594","https://openalex.org/W2767915832","https://openalex.org/W2783560153","https://openalex.org/W2804154565","https://openalex.org/W2804222608","https://openalex.org/W2892584998","https://openalex.org/W2899148917","https://openalex.org/W2911943834","https://openalex.org/W2946186297","https://openalex.org/W2947989987","https://openalex.org/W2963107557","https://openalex.org/W2970695396","https://openalex.org/W2982636875","https://openalex.org/W2996696953","https://openalex.org/W3099652335","https://openalex.org/W4243932450"],"related_works":["https://openalex.org/W2046765700","https://openalex.org/W262455470","https://openalex.org/W4242899858","https://openalex.org/W4384345686","https://openalex.org/W2145834781","https://openalex.org/W2357937784","https://openalex.org/W2547618384","https://openalex.org/W2577782152","https://openalex.org/W4240746485","https://openalex.org/W2356327704"],"abstract_inverted_index":{"Abstract":[0],"Robotic":[1],"process":[2,94],"automation":[3,113],"(RPA)":[4],"is":[5,107],"an":[6,155],"emerging":[7],"technology":[8],"that":[9,19,59,108,152],"allows":[10],"organizations":[11],"automating":[12],"repetitive":[13,109],"clerical":[14,32],"tasks":[15,33],"by":[16],"executing":[17],"scripts":[18,161],"encode":[20],"sequences":[21],"of":[22,31,66,72,90,105,119,140,149],"fine-grained":[23],"interactions":[24,120,132],"with":[25],"Web":[26,43,124],"and":[27,51,123,125,145],"desktop":[28,126],"applications.":[29],"Examples":[30],"include":[34],"opening":[35],"a":[36,39,42,46,49,63,85,88,138,147],"file,":[37],"selecting":[38],"field":[40],"in":[41,48,78],"form":[44],"or":[45,56],"cell":[47],"spreadsheet,":[50],"copy-pasting":[52],"data":[53],"across":[54],"fields":[55],"cells.":[57],"Given":[58],"RPA":[60,160],"can":[61,114],"automate":[62],"wide":[64],"range":[65],"routines,":[67],"this":[68,100],"raises":[69],"the":[70,79,173],"question":[71],"which":[73],"routines":[74,110],"should":[75],"be":[76,115],"automated":[77],"first":[80],"place.":[81],"This":[82],"paper":[83,136,166],"presents":[84,146],"vision":[86],"towards":[87],"family":[89],"techniques,":[91],"termed":[92],"robotic":[93],"mining":[95],"(RPM),":[96],"aimed":[97],"at":[98],"filling":[99],"gap.":[101],"The":[102,135,165],"core":[103],"idea":[104],"RPM":[106,144,156],"amenable":[111],"for":[112],"discovered":[116],"from":[117,162],"logs":[118],"between":[121],"workers":[122],"applications,":[127],"also":[128,167],"known":[129],"as":[130],"user":[131],"(UI)":[133],"logs.":[134,164],"defines":[137],"set":[139],"basic":[141],"concepts":[142],"underpinning":[143],"pipeline":[148],"processing":[150],"steps":[151],"would":[153],"allow":[154],"tool":[157],"to":[158,171],"generate":[159],"UI":[163],"discusses":[168],"research":[169],"challenges":[170],"realize":[172],"envisioned":[174],"pipeline.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":11}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}