{"id":"https://openalex.org/W4411604846","doi":"https://doi.org/10.3390/data10070097","title":"Developing Data Workflows: From Conceptual Blueprints to Physical Implementation","display_name":"Developing Data Workflows: From Conceptual Blueprints to Physical Implementation","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411604846","doi":"https://doi.org/10.3390/data10070097"},"language":"en","primary_location":{"id":"doi:10.3390/data10070097","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10070097","pdf_url":"https://www.mdpi.com/2306-5729/10/7/97/pdf?version=1750831768","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/10/7/97/pdf?version=1750831768","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089487986","display_name":"Bruno Oliveira","orcid":"https://orcid.org/0000-0001-9138-9143"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Bruno Oliveira","raw_affiliation_strings":["CIICESI, School of Management and Technology, Porto Polytechnic, 4610-156 Felgueiras, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-9138-9143","affiliations":[{"raw_affiliation_string":"CIICESI, School of Management and Technology, Porto Polytechnic, 4610-156 Felgueiras, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045689248","display_name":"\u00d3scar Oliveira","orcid":"https://orcid.org/0000-0003-3807-7292"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"\u00d3scar Oliveira","raw_affiliation_strings":["CIICESI, School of Management and Technology, Porto Polytechnic, 4610-156 Felgueiras, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-3807-7292","affiliations":[{"raw_affiliation_string":"CIICESI, School of Management and Technology, Porto Polytechnic, 4610-156 Felgueiras, Portugal","institution_ids":["https://openalex.org/I83863532"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089487986"],"corresponding_institution_ids":["https://openalex.org/I83863532"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":1.669,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85804829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"10","issue":"7","first_page":"97","last_page":"97"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.6728000044822693,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.6728000044822693,"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/blueprint","display_name":"Blueprint","score":0.8193825483322144},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7125528454780579},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6402053833007812},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4431920647621155},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.43558216094970703},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.36009734869003296},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2656354010105133},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17616167664527893},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.07150009274482727}],"concepts":[{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.8193825483322144},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7125528454780579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6402053833007812},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4431920647621155},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.43558216094970703},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.36009734869003296},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2656354010105133},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17616167664527893},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.07150009274482727}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/data10070097","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10070097","pdf_url":"https://www.mdpi.com/2306-5729/10/7/97/pdf?version=1750831768","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:62d83ef83b9f46a9a7f29b67f8fc0b75","is_oa":true,"landing_page_url":"https://doaj.org/article/62d83ef83b9f46a9a7f29b67f8fc0b75","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":"Data, Vol 10, Iss 7, p 97 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/data10070097","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data10070097","pdf_url":"https://www.mdpi.com/2306-5729/10/7/97/pdf?version=1750831768","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411604846.pdf","grobid_xml":"https://content.openalex.org/works/W4411604846.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W187887682","https://openalex.org/W1556842621","https://openalex.org/W1904112038","https://openalex.org/W1971518725","https://openalex.org/W2003200477","https://openalex.org/W2038336211","https://openalex.org/W2795086999","https://openalex.org/W2897286457","https://openalex.org/W3027054620","https://openalex.org/W3035194008","https://openalex.org/W3088951759","https://openalex.org/W3094449227","https://openalex.org/W3107926801","https://openalex.org/W3184508954","https://openalex.org/W3188582079","https://openalex.org/W4230043492","https://openalex.org/W4233522539","https://openalex.org/W4252729912","https://openalex.org/W4399769716","https://openalex.org/W4409638419","https://openalex.org/W6605127503","https://openalex.org/W6628671154","https://openalex.org/W6669274806"],"related_works":["https://openalex.org/W4304620183","https://openalex.org/W2384575798","https://openalex.org/W2007211730","https://openalex.org/W2265189214","https://openalex.org/W2766654718","https://openalex.org/W2379378785","https://openalex.org/W4396600116","https://openalex.org/W1975337239","https://openalex.org/W1971312788","https://openalex.org/W4319347573"],"abstract_inverted_index":{"Data":[0],"workflows":[1,25,51],"are":[2,26,88],"an":[3],"important":[4],"component":[5],"of":[6],"modern":[7],"analytical":[8],"systems,":[9],"enabling":[10],"structured":[11],"data":[12,50,124],"extraction,":[13],"transformation,":[14],"integration,":[15],"and":[16,36,47,56,76,114,121],"delivery":[17],"across":[18,112],"diverse":[19],"applications.":[20],"Despite":[21],"their":[22],"importance,":[23],"these":[24],"often":[27],"developed":[28],"using":[29,52],"ad":[30],"hoc":[31],"approaches,":[32],"leading":[33],"to":[34,83],"scalability":[35],"maintenance":[37],"challenges.":[38],"This":[39],"paper":[40],"proposes":[41],"a":[42,67,96,106],"structured,":[43],"three-level":[44],"methodology\u2014conceptual,":[45],"logical,":[46],"physical\u2014for":[48],"modeling":[49,74],"Business":[53],"Process":[54],"Model":[55],"Notation":[57],"(BPMN).":[58],"A":[59],"custom":[60],"BPMN":[61],"metamodel":[62],"is":[63,103],"introduced,":[64],"along":[65],"with":[66],"tool":[68],"built":[69],"on":[70],"BPMN.io,":[71],"that":[72],"enforces":[73],"constraints":[75],"supports":[77],"translation":[78],"from":[79],"high-level":[80],"workflow":[81],"designs":[82],"executable":[84],"implementations.":[85],"Logical":[86],"models":[87],"further":[89],"enriched":[90],"through":[91,105],"blueprint":[92],"definitions,":[93],"specified":[94],"in":[95,123],"formal,":[97],"implementation-agnostic":[98],"JSON":[99],"schema.":[100],"The":[101],"methodology":[102],"validated":[104],"case":[107],"study,":[108],"demonstrating":[109],"its":[110],"applicability":[111],"ETL":[113],"machine":[115],"learning":[116],"domains,":[117],"promoting":[118],"clarity,":[119],"reuse,":[120],"automation":[122],"pipeline":[125],"development.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}