{"id":"https://openalex.org/W4378212618","doi":"https://doi.org/10.1145/3593743.3593746","title":"Turning Robotic Process Automation onto Intelligent Automation with Machine Learning","display_name":"Turning Robotic Process Automation onto Intelligent Automation with Machine Learning","publication_year":2023,"publication_date":"2023-05-25","ids":{"openalex":"https://openalex.org/W4378212618","doi":"https://doi.org/10.1145/3593743.3593746"},"language":"en","primary_location":{"id":"doi:10.1145/3593743.3593746","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3593743.3593746","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3593743.3593746","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 11th International Conference on Communities and Technologies (C&amp;T)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3593743.3593746","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052830026","display_name":"Damian Kedziora","orcid":"https://orcid.org/0000-0003-2021-6661"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Damian Kedziora","raw_affiliation_strings":["Software Engineering, LUT University, Finland"],"raw_orcid":"https://orcid.org/0000-0003-2021-6661","affiliations":[{"raw_affiliation_string":"Software Engineering, LUT University, Finland","institution_ids":["https://openalex.org/I63548447"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006523717","display_name":"Sami Hyrynsalmi","orcid":"https://orcid.org/0000-0002-5073-3750"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Sami Hyrynsalmi","raw_affiliation_strings":["Software Engineering, LUT University, Finland"],"raw_orcid":"https://orcid.org/0000-0002-5073-3750","affiliations":[{"raw_affiliation_string":"Software Engineering, LUT University, Finland","institution_ids":["https://openalex.org/I63548447"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I63548447"],"apc_list":null,"apc_paid":null,"fwci":9.9578,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.99029295,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13287","display_name":"Robotic Process Automation Applications","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T13287","display_name":"Robotic Process Automation Applications","score":0.9997000098228455,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9745000004768372,"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/automation","display_name":"Automation","score":0.624475359916687},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.551947832107544},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.5023224353790283},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4877258241176605},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.4605966806411743},{"id":"https://openalex.org/keywords/enabling","display_name":"Enabling","score":0.4361709952354431},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.42285510897636414},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4216071665287018},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4103763997554779},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3581653833389282},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.34612375497817993},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.21938276290893555}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.624475359916687},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.551947832107544},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.5023224353790283},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4877258241176605},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.4605966806411743},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.4361709952354431},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.42285510897636414},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4216071665287018},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4103763997554779},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3581653833389282},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.34612375497817993},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.21938276290893555},{"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3593743.3593746","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3593743.3593746","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3593743.3593746","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 11th International Conference on Communities and Technologies (C&amp;T)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3593743.3593746","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3593743.3593746","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3593743.3593746","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 11th International Conference on Communities and Technologies (C&amp;T)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6000000238418579,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4378212618.pdf"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W3045655475","https://openalex.org/W3159299567","https://openalex.org/W3175910892","https://openalex.org/W4383875611","https://openalex.org/W4386593758","https://openalex.org/W6694019068","https://openalex.org/W7075279124"],"related_works":["https://openalex.org/W1974860256","https://openalex.org/W4321381871","https://openalex.org/W4383065492","https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2370405293","https://openalex.org/W4210295735","https://openalex.org/W2567211024","https://openalex.org/W4388916722"],"abstract_inverted_index":{"Robotic":[0],"Process":[1],"Automation":[2],"(RPA)":[3],"technology":[4,84],"has":[5],"in":[6,65,91],"the":[7,20,59,76,79,124],"past":[8],"few":[9],"years":[10],"become":[11],"a":[12,37,103],"ground-breaking":[13],"trend":[14],"that":[15],"revolutionised":[16],"services":[17],"all":[18],"around":[19],"globe.":[21],"Substituting":[22],"human":[23],"workforce":[24],"with":[25,29,87],"software":[26],"robots":[27],"augmented":[28],"intelligent":[30,95],"elements,":[31],"RPA":[32,83],"is":[33],"being":[34],"seen":[35],"as":[36,43,45],"key":[38],"enabler":[39],"for":[40,110],"many":[41],"commercial,":[42],"well":[44],"non-commercial":[46],"organisations":[47],"to":[48,55,93,114],"reorganise,":[49],"re-engineer,":[50],"and":[51,68,116,129],"streamline":[52],"their":[53],"approach":[54],"operational":[56],"excellence,":[57],"at":[58],"same":[60],"time":[61],"achieving":[62],"impressive":[63],"results":[64],"employee":[66,130],"empowerment":[67],"digital":[69],"transformation.":[70],"This":[71],"industry":[72],"experience":[73],"case":[74],"discusses":[75],"learning":[77,89],"from":[78,123],"successful":[80],"deployment":[81],"of":[82,98,119,126],"blended":[85],"together":[86],"machine":[88],"(ML),":[90],"order":[92],"achieve":[94],"automation":[96],"(IA)":[97],"invoice":[99],"processing":[100],"delivered":[101],"by":[102],"Finnish":[104],"consultancy":[105],"company.":[106],"The":[107],"work":[108],"calls":[109],"further":[111],"academic":[112],"research":[113],"develop":[115],"enhance":[117],"understanding":[118],"this":[120],"emerging":[121],"technology,":[122],"perspective":[125],"organisational":[127],"change":[128],"empowerment.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
