{"id":"https://openalex.org/W4407040796","doi":"https://doi.org/10.3390/systems13020087","title":"Enhancing Invoice Processing Automation Through the Integration of DevOps Methodologies and Machine Learning","display_name":"Enhancing Invoice Processing Automation Through the Integration of DevOps Methodologies and Machine Learning","publication_year":2025,"publication_date":"2025-01-31","ids":{"openalex":"https://openalex.org/W4407040796","doi":"https://doi.org/10.3390/systems13020087"},"language":"en","primary_location":{"id":"doi:10.3390/systems13020087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13020087","pdf_url":"https://www.mdpi.com/2079-8954/13/2/87/pdf?version=1738310617","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/13/2/87/pdf?version=1738310617","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093851134","display_name":"Oana-Alexandra Dragomirescu","orcid":null},"institutions":[{"id":"https://openalex.org/I88491126","display_name":"Bucharest University of Economic Studies","ror":"https://ror.org/04yvncj21","country_code":"RO","type":"education","lineage":["https://openalex.org/I88491126"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Oana-Alexandra Dragomirescu","raw_affiliation_strings":["Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 15-17 Dorobanti Avenue, District 1, 010552 Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 15-17 Dorobanti Avenue, District 1, 010552 Bucharest, Romania","institution_ids":["https://openalex.org/I88491126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099983685","display_name":"Pavel-Cristian Cr\u0103ciun","orcid":null},"institutions":[{"id":"https://openalex.org/I88491126","display_name":"Bucharest University of Economic Studies","ror":"https://ror.org/04yvncj21","country_code":"RO","type":"education","lineage":["https://openalex.org/I88491126"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Pavel-Cristian Cr\u0103ciun","raw_affiliation_strings":["Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 15-17 Dorobanti Avenue, District 1, 010552 Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 15-17 Dorobanti Avenue, District 1, 010552 Bucharest, Romania","institution_ids":["https://openalex.org/I88491126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050039129","display_name":"Ana-Ramona Bologa","orcid":"https://orcid.org/0000-0003-3926-6765"},"institutions":[{"id":"https://openalex.org/I88491126","display_name":"Bucharest University of Economic Studies","ror":"https://ror.org/04yvncj21","country_code":"RO","type":"education","lineage":["https://openalex.org/I88491126"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Ana Ramona Bologa","raw_affiliation_strings":["Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 15-17 Dorobanti Avenue, District 1, 010552 Bucharest, Romania"],"raw_orcid":"https://orcid.org/0000-0003-3926-6765","affiliations":[{"raw_affiliation_string":"Department of Economic Informatics and Cybernetics, Bucharest University of Economic Studies, 15-17 Dorobanti Avenue, District 1, 010552 Bucharest, Romania","institution_ids":["https://openalex.org/I88491126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050039129"],"corresponding_institution_ids":["https://openalex.org/I88491126"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2896},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2896},"fwci":34.6766,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.99675919,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":"2","first_page":"87","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9901000261306763,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9901000261306763,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9409999847412109,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9332000017166138,"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/devops","display_name":"DevOps","score":0.8765569925308228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6140491366386414},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5345439314842224},{"id":"https://openalex.org/keywords/invoice","display_name":"Invoice","score":0.501725435256958},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46284860372543335},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4515133202075958},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.38424789905548096},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.382206529378891},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2634718716144562},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.18976640701293945},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1426485776901245}],"concepts":[{"id":"https://openalex.org/C9903902","wikidata":"https://www.wikidata.org/wiki/Q3025536","display_name":"DevOps","level":3,"score":0.8765569925308228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6140491366386414},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5345439314842224},{"id":"https://openalex.org/C2781456945","wikidata":"https://www.wikidata.org/wiki/Q190581","display_name":"Invoice","level":2,"score":0.501725435256958},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46284860372543335},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4515133202075958},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.38424789905548096},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.382206529378891},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2634718716144562},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.18976640701293945},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1426485776901245},{"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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13020087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13020087","pdf_url":"https://www.mdpi.com/2079-8954/13/2/87/pdf?version=1738310617","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c7890e2c321444f4b0e830e09fbca20a","is_oa":true,"landing_page_url":"https://doaj.org/article/c7890e2c321444f4b0e830e09fbca20a","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":"Systems, Vol 13, Iss 2, p 87 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13020087","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13020087","pdf_url":"https://www.mdpi.com/2079-8954/13/2/87/pdf?version=1738310617","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407040796.pdf","grobid_xml":"https://content.openalex.org/works/W4407040796.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2189162242","https://openalex.org/W2495235750","https://openalex.org/W2524952001","https://openalex.org/W2755841085","https://openalex.org/W2783275449","https://openalex.org/W2888915725","https://openalex.org/W2919115771","https://openalex.org/W2922234936","https://openalex.org/W2954754777","https://openalex.org/W3097577199","https://openalex.org/W3176667697","https://openalex.org/W3198357836","https://openalex.org/W4286331425","https://openalex.org/W4322775759","https://openalex.org/W4378803605","https://openalex.org/W4379928196","https://openalex.org/W4385452370","https://openalex.org/W4385452445","https://openalex.org/W4388740194","https://openalex.org/W4390414952","https://openalex.org/W4399091519","https://openalex.org/W4400286153","https://openalex.org/W4400287595","https://openalex.org/W6687241523","https://openalex.org/W6797778028","https://openalex.org/W6860147365"],"related_works":["https://openalex.org/W4220665054","https://openalex.org/W3154253302","https://openalex.org/W3111012486","https://openalex.org/W3101146292","https://openalex.org/W4287554096","https://openalex.org/W4282831387","https://openalex.org/W3113480566","https://openalex.org/W4313188367","https://openalex.org/W4377008314","https://openalex.org/W3148697485"],"abstract_inverted_index":{"In":[0],"today\u2019s":[1],"rapidly":[2],"evolving":[3,116],"digital":[4],"landscape,":[5],"organizations":[6],"are":[7,27],"increasingly":[8],"seeking":[9],"systemic":[10],"approaches":[11,129],"to":[12,41,61,130,143],"optimize":[13,136],"their":[14],"financial":[15,167],"operations,":[16],"particularly":[17],"in":[18,169],"invoice":[19,24,63],"processing.":[20],"Traditional":[21],"methods":[22],"of":[23,80,126],"management,":[25],"which":[26],"heavily":[28],"reliant":[29],"on":[30],"manual":[31],"labor,":[32],"not":[33,156],"only":[34,157],"incur":[35],"significant":[36],"costs":[37],"but":[38,160],"also":[39,140,161],"contribute":[40],"inefficiencies,":[42],"delays,":[43],"and":[44,57,68,75,94,107,111,135,172],"resource":[45,137],"wastage.":[46],"This":[47],"article":[48],"presents":[49],"an":[50,170],"integrated":[51,128],"framework":[52,100,155],"that":[53],"combines":[54],"DevOps":[55],"methodologies":[56],"machine":[58],"learning":[59],"(ML)":[60],"transform":[62],"processing":[64],"into":[65],"a":[66,121,163],"scalable":[67],"sustainable":[69,166],"operation.":[70],"By":[71,146],"leveraging":[72],"system":[73],"dynamics":[74],"automation,":[76],"the":[77,124,154],"proposed":[78],"Proof":[79],"Concept":[81],"(PoC)":[82],"addresses":[83],"interconnected":[84,171],"challenges,":[85],"such":[86],"as":[87],"reducing":[88],"labor":[89],"dependency,":[90],"enhancing":[91],"operational":[92],"intelligence,":[93],"minimizing":[95],"environmental":[96],"impact.":[97],"The":[98],"PoC":[99],"includes":[101],"dynamic":[102],"model":[103],"training,":[104],"testing,":[105],"deployment,":[106],"monitoring,":[108],"enabling":[109],"adaptive":[110],"resilient":[112],"solutions":[113],"aligned":[114],"with":[115,151],"business":[117],"needs.":[118],"Findings":[119],"from":[120],"survey":[122],"highlight":[123],"potential":[125],"these":[127],"streamline":[131],"processes,":[132],"reduce":[133],"errors,":[134],"utilization":[138],"while":[139],"identifying":[141],"barriers":[142],"widespread":[144],"adoption.":[145],"combining":[147],"ML\u2019s":[148],"predictive":[149],"power":[150],"DevOps\u2019":[152],"agility,":[153],"advances":[158],"automation":[159],"provides":[162],"path":[164],"toward":[165],"operations":[168],"data-driven":[173],"economy.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":9}],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2025-10-10T00:00:00"}
