{"id":"https://openalex.org/W4413041048","doi":"https://doi.org/10.1186/s13677-025-00761-w","title":"ArtifactOps and ArtifactDL: a methodology and a language for conceptualizing and operationalising different types of pipelines","display_name":"ArtifactOps and ArtifactDL: a methodology and a language for conceptualizing and operationalising different types of pipelines","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413041048","doi":"https://doi.org/10.1186/s13677-025-00761-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/40786528"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-025-00761-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00761-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00761-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"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":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00761-w","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091829566","display_name":"Ra\u00fal Mi\u00f1\u00f3n","orcid":"https://orcid.org/0000-0002-4319-0727"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]},{"id":"https://openalex.org/I4210121514","display_name":"GAIKER Technology Centre","ror":"https://ror.org/02pwsw017","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121514"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ra\u00fal Mi\u00f1\u00f3n","raw_affiliation_strings":["Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","Facultad de Ingenier\u00eda, University of Deusto, Avenida de las Universidades, Bilbao, 48007 Spain","Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain","Facultad de Ingenier\u00eda, University of Deusto, Avenida de las Universidades, Bilbao, 48007, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","institution_ids":["https://openalex.org/I4210121514"]},{"raw_affiliation_string":"Facultad de Ingenier\u00eda, University of Deusto, Avenida de las Universidades, Bilbao, 48007 Spain","institution_ids":["https://openalex.org/I136040515"]},{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain","institution_ids":["https://openalex.org/I4210121514"]},{"raw_affiliation_string":"Facultad de Ingenier\u00eda, University of Deusto, Avenida de las Universidades, Bilbao, 48007, Spain","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009717155","display_name":"Josu D\u00edaz-de-Arcaya","orcid":"https://orcid.org/0000-0003-0900-1643"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]},{"id":"https://openalex.org/I4210121514","display_name":"GAIKER Technology Centre","ror":"https://ror.org/02pwsw017","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121514"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Josu Diaz-de-Arcaya","raw_affiliation_strings":["Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","Facultad de Ingenier\u00eda, University of Deusto, Avenida de las Universidades, Bilbao, 48007 Spain","Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","institution_ids":["https://openalex.org/I4210121514"]},{"raw_affiliation_string":"Facultad de Ingenier\u00eda, University of Deusto, Avenida de las Universidades, Bilbao, 48007 Spain","institution_ids":["https://openalex.org/I136040515"]},{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain","institution_ids":["https://openalex.org/I4210121514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019233571","display_name":"Ana I. Torre-Bastida","orcid":"https://orcid.org/0000-0003-3005-1100"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]},{"id":"https://openalex.org/I4210091170","display_name":"Euskadiko Parke Teknologikoa","ror":"https://ror.org/00caq9197","country_code":"ES","type":"archive","lineage":["https://openalex.org/I4210091170"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana I. Torre-Bastida","raw_affiliation_strings":["Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Astondo bidea, Building 700, Derio, 48160 Spain","Facultad de Ingenier\u00eda, University of Deusto, Avenida de las Universidades, Bilbao, 48007 Spain","Facultad de Ingenier\u00eda, University of Deusto, Avenida de las Universidades, Bilbao, 48007, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Astondo bidea, Building 700, Derio, 48160 Spain","institution_ids":["https://openalex.org/I4210091170"]},{"raw_affiliation_string":"Facultad de Ingenier\u00eda, University of Deusto, Avenida de las Universidades, Bilbao, 48007 Spain","institution_ids":["https://openalex.org/I136040515"]},{"raw_affiliation_string":"Facultad de Ingenier\u00eda, University of Deusto, Avenida de las Universidades, Bilbao, 48007, Spain","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003143887","display_name":"Juan L\u00f3pez-de-Armentia","orcid":"https://orcid.org/0000-0002-7911-3141"},"institutions":[{"id":"https://openalex.org/I4210121514","display_name":"GAIKER Technology Centre","ror":"https://ror.org/02pwsw017","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121514"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan L\u00f3pez-de-Armentia","raw_affiliation_strings":["Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","institution_ids":["https://openalex.org/I4210121514"]},{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain","institution_ids":["https://openalex.org/I4210121514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075882024","display_name":"Gorka Z\u00e1rate","orcid":"https://orcid.org/0000-0001-8407-8873"},"institutions":[{"id":"https://openalex.org/I4210121514","display_name":"GAIKER Technology Centre","ror":"https://ror.org/02pwsw017","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121514"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gorka Zarate","raw_affiliation_strings":["Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","institution_ids":["https://openalex.org/I4210121514"]},{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain","institution_ids":["https://openalex.org/I4210121514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104532498","display_name":"Lander Bonilla","orcid":"https://orcid.org/0000-0002-7425-9280"},"institutions":[{"id":"https://openalex.org/I4210121514","display_name":"GAIKER Technology Centre","ror":"https://ror.org/02pwsw017","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121514"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lander Bonilla","raw_affiliation_strings":["Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","institution_ids":["https://openalex.org/I4210121514"]},{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain","institution_ids":["https://openalex.org/I4210121514"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093377332","display_name":"Asier Garcia-Perez","orcid":"https://orcid.org/0009-0003-0800-7944"},"institutions":[{"id":"https://openalex.org/I4210121514","display_name":"GAIKER Technology Centre","ror":"https://ror.org/02pwsw017","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210121514"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Asier Garcia-Perez","raw_affiliation_strings":["Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510 Spain","institution_ids":["https://openalex.org/I4210121514"]},{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Leonardo Da Vinci, 11, Vitoria-Gasteiz, 01510, Spain","institution_ids":["https://openalex.org/I4210121514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5118808213","display_name":"Jon Aguirre-Usandizaga","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091170","display_name":"Euskadiko Parke Teknologikoa","ror":"https://ror.org/00caq9197","country_code":"ES","type":"archive","lineage":["https://openalex.org/I4210091170"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jon Aguirre-Usandizaga","raw_affiliation_strings":["Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Astondo bidea, Building 700, Derio, 48160 Spain","Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Astondo bidea, Building 700, Derio, 48160, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Astondo bidea, Building 700, Derio, 48160 Spain","institution_ids":["https://openalex.org/I4210091170"]},{"raw_affiliation_string":"Digital, TECNALIA, Basque Research and Technology Alliance (BRTA), Astondo bidea, Building 700, Derio, 48160, Spain","institution_ids":["https://openalex.org/I4210091170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5091829566"],"corresponding_institution_ids":["https://openalex.org/I136040515","https://openalex.org/I4210121514"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2171283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":"1","first_page":"42","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9986000061035156,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/sociology","display_name":"Sociology","score":0.46232134103775024},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.4136994481086731},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.3531401455402374},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.08067765831947327}],"concepts":[{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.46232134103775024},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.4136994481086731},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.3531401455402374},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.08067765831947327}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1186/s13677-025-00761-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00761-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00761-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"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":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmid:40786528","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40786528","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of cloud computing (Heidelberg, Germany)","raw_type":null},{"id":"pmh:oai:deustoteka.deusto.es:20.500.14454/5600","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.14454/5600","pdf_url":null,"source":{"id":"https://openalex.org/S7407055256","display_name":"DeustoTeka","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:70ca02c095944356b79f021da031375b","is_oa":true,"landing_page_url":"https://doaj.org/article/70ca02c095944356b79f021da031375b","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":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 14, Iss 1, Pp 1-26 (2025)","raw_type":"article"},{"id":"pmh:oai:dsp.tecnalia.com:11556/5975","is_oa":true,"landing_page_url":"https://hdl.handle.net/11556/5975","pdf_url":null,"source":{"id":"https://openalex.org/S4306402037","display_name":"TECNALIA Publications (Fundaci\u00f3n TECNALIA Research & Innovation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210113430","host_organization_name":"Tecnalia","host_organization_lineage":["https://openalex.org/I4210113430"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12331850","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12331850","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"J Cloud Comput (Heidelb)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s13677-025-00761-w","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-025-00761-w","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-025-00761-w","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"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":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3659015431","display_name":null,"funder_award_id":"101135988","funder_id":"https://openalex.org/F4320338453","funder_display_name":"HORIZON EUROPE European Research Council"}],"funders":[{"id":"https://openalex.org/F4320338453","display_name":"HORIZON EUROPE European Research Council","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413041048.pdf","grobid_xml":"https://content.openalex.org/works/W4413041048.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1966188439","https://openalex.org/W2067083925","https://openalex.org/W2133352531","https://openalex.org/W2141992894","https://openalex.org/W2203709713","https://openalex.org/W2414319411","https://openalex.org/W2511474591","https://openalex.org/W2743948853","https://openalex.org/W2753691335","https://openalex.org/W2883411629","https://openalex.org/W2893933380","https://openalex.org/W2909102900","https://openalex.org/W2971557550","https://openalex.org/W2979491836","https://openalex.org/W3036911563","https://openalex.org/W3045469954","https://openalex.org/W3108818446","https://openalex.org/W3132826558","https://openalex.org/W3134361503","https://openalex.org/W3165722314","https://openalex.org/W3177667502","https://openalex.org/W3195579788","https://openalex.org/W3210687174","https://openalex.org/W3213556453","https://openalex.org/W4206316563","https://openalex.org/W4220851938","https://openalex.org/W4225716729","https://openalex.org/W4226321883","https://openalex.org/W4240212793","https://openalex.org/W4244757210","https://openalex.org/W4281714774","https://openalex.org/W4282564341","https://openalex.org/W4284677512","https://openalex.org/W4285264052","https://openalex.org/W4286543797","https://openalex.org/W4289110444","https://openalex.org/W4292388312","https://openalex.org/W4304789359","https://openalex.org/W4313461180","https://openalex.org/W4316126954","https://openalex.org/W4320024160","https://openalex.org/W4360995249","https://openalex.org/W4379232747","https://openalex.org/W4382119288","https://openalex.org/W4394628190","https://openalex.org/W4399795759","https://openalex.org/W4401932432","https://openalex.org/W4402808836","https://openalex.org/W4403997541","https://openalex.org/W4404180403","https://openalex.org/W4405733818","https://openalex.org/W4406624573","https://openalex.org/W6600223405","https://openalex.org/W6842897229"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W405926467","https://openalex.org/W4402742086","https://openalex.org/W1965611333","https://openalex.org/W4404882811","https://openalex.org/W2032228042","https://openalex.org/W1505098369","https://openalex.org/W1999916109","https://openalex.org/W3132349679"],"abstract_inverted_index":{"Machine":[0],"learning":[1,56],"is":[2,18,150,168,208],"already":[3],"integrated":[4],"in":[5,22,86,92],"diverse":[6,126],"domains":[7],"enhancing":[8],"their":[9],"performance":[10],"and":[11,94,133,142,181,201,206],"decision":[12],"support.":[13],"For":[14],"laboratories,":[15],"this":[16,120],"approach":[17],"normally":[19],"sufficient.":[20],"However,":[21],"real":[23,193],"environments,":[24],"these":[25,99],"models":[26,57],"can":[27,44,101],"not":[28],"be":[29,103],"generally":[30],"deployed":[31],"isolated":[32],"since":[33],"they":[34],"require":[35],"additional":[36],"steps":[37,43],"to":[38,50,105,144,170,182,195,214],"satisfy":[39],"an":[40,60,73,145,210],"objective.":[41],"These":[42,82],"range":[45],"from":[46,130],"different":[47,131,135,178],"data":[48],"transformations":[49],"the":[51,64,79,87,113,116,123,140,159,172,184,189,216],"inclusion":[52],"of":[53,66,115,125,128,138,161],"extra":[54],"machine":[55],"which":[58,157],"compose":[59],"analytic":[61],"pipeline.":[62,81],"Moreover,":[63,188],"majority":[65,160],"software":[67],"solutions":[68],"wrap":[69],"a":[70],"model":[71],"into":[72],"API":[74],"and,":[75],"rarely,":[76],"focus":[77],"on":[78],"whole":[80],"are":[83],"unresolved":[84],"topics":[85],"well-known":[88],"MLOps":[89],"methodology,":[90],"specifically":[91],"packaging":[93],"service":[95],"phases.":[96],"In":[97,112],"addition,":[98],"concerns":[100],"also":[102],"extrapolated":[104],"other":[106],"paradigms":[107,156],"like":[108],"DevOps":[109],"or":[110],"DataOps.":[111],"context":[114],"Pliades":[117],"European":[118],"project,":[119],"paper":[121],"approaches":[122],"conceptualization":[124],"types":[127,180],"pipelines":[129,179],"perspectives":[132],"for":[134],"contexts,":[136],"instead":[137],"simplifying":[139],"deployment":[141],"serving":[143],"API.":[146],"Thus,":[147],"ArtifactOps":[148,186,199],"methodology":[149,200],"proposed":[151,169,185],"aimed":[152],"at":[153],"unifying":[154],"XXOps":[155],"share":[158],"stages.":[162],"Finally,":[163],"ArtifactDL":[164,202],"pipeline":[165,203],"definition":[166,204],"language":[167,205],"describe":[171],"key":[173],"aspects":[174],"identified":[175],"when":[176],"designing":[177],"support":[183],"methodology.":[187],"research":[190],"presents":[191],"two":[192],"scenarios":[194],"better":[196],"illustrate":[197],"both":[198],"it":[207],"defined":[209],"expert":[211],"evaluation":[212],"conducted":[213],"validate":[215],"approach.":[217]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}