{"id":"https://openalex.org/W4200535642","doi":"https://doi.org/10.1145/3467022","title":"Knowledge-Driven Data Ecosystems Toward Data Transparency","display_name":"Knowledge-Driven Data Ecosystems Toward Data Transparency","publication_year":2021,"publication_date":"2021-12-23","ids":{"openalex":"https://openalex.org/W4200535642","doi":"https://doi.org/10.1145/3467022"},"language":"en","primary_location":{"id":"doi:10.1145/3467022","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3467022","pdf_url":null,"source":{"id":"https://openalex.org/S110189822","display_name":"Journal of Data and Information Quality","issn_l":"1936-1955","issn":["1936-1955","1936-1963"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Data and Information Quality","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11311/1200835","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041644618","display_name":"Sandra Geisler","orcid":"https://orcid.org/0000-0002-8970-6282"},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Sandra Geisler","raw_affiliation_strings":["Fraunhofer FIT and RWTH Aachen University, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer FIT and RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799","https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055433807","display_name":"Mar\u00eda-Esther Vidal","orcid":"https://orcid.org/0000-0003-1160-8727"},"institutions":[{"id":"https://openalex.org/I2802635041","display_name":"Technische Informationsbibliothek (TIB)","ror":"https://ror.org/04aj4c181","country_code":"DE","type":"archive","lineage":["https://openalex.org/I2802635041","https://openalex.org/I315704651"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maria-Esther Vidal","raw_affiliation_strings":["TIB-Leibniz Information Centre for Science and Technology, Hannover, Gerrmany"],"affiliations":[{"raw_affiliation_string":"TIB-Leibniz Information Centre for Science and Technology, Hannover, Gerrmany","institution_ids":["https://openalex.org/I2802635041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063621424","display_name":"Cinzia Cappiello","orcid":"https://orcid.org/0000-0001-6062-5174"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cinzia Cappiello","raw_affiliation_strings":["Politecnico di Milano, Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049242765","display_name":"Bernadette Farias L\u00f3scio","orcid":"https://orcid.org/0000-0003-1515-4515"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Bernadette Farias L\u00f3scio","raw_affiliation_strings":["Federal University of Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063111542","display_name":"Avigdor Gal","orcid":"https://orcid.org/0000-0002-7028-661X"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Avigdor Gal","raw_affiliation_strings":["Technion Israel Institute of Technology, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"Technion Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026501367","display_name":"Matthias Jarke","orcid":"https://orcid.org/0000-0001-6169-2942"},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Jarke","raw_affiliation_strings":["RWTH Aachen University and Fraunhofer FIT, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen University and Fraunhofer FIT, Aachen, Germany","institution_ids":["https://openalex.org/I887968799","https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055401331","display_name":"Maurizio Lenzerini","orcid":"https://orcid.org/0000-0003-2875-6187"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Lenzerini","raw_affiliation_strings":["Sapienza Universit\u00e0 di Roma, Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Sapienza Universit\u00e0 di Roma, Roma, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018918066","display_name":"Paolo Missier","orcid":"https://orcid.org/0000-0002-0978-2446"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paolo Missier","raw_affiliation_strings":["Newcastle University, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Newcastle University, United Kingdom","institution_ids":["https://openalex.org/I84884186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066585065","display_name":"Boris Otto","orcid":"https://orcid.org/0000-0003-3189-9461"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]},{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Boris Otto","raw_affiliation_strings":["TU Dortmund University and Fraunhofer ISST, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University and Fraunhofer ISST, Dortmund, Germany","institution_ids":["https://openalex.org/I4210163630","https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074577975","display_name":"Elda Paja","orcid":"https://orcid.org/0000-0002-8346-2467"},"institutions":[{"id":"https://openalex.org/I83467386","display_name":"IT University of Copenhagen","ror":"https://ror.org/02309jg23","country_code":"DK","type":"education","lineage":["https://openalex.org/I83467386"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Elda Paja","raw_affiliation_strings":["IT University of Copenhagen, Copenhagen S, Denmark"],"affiliations":[{"raw_affiliation_string":"IT University of Copenhagen, Copenhagen S, Denmark","institution_ids":["https://openalex.org/I83467386"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046308244","display_name":"Barbara Pernici","orcid":"https://orcid.org/0000-0002-2034-9774"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Barbara Pernici","raw_affiliation_strings":["Politecnico di Milano, Milano,, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milano,, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081497785","display_name":"Jakob Rehof","orcid":"https://orcid.org/0000-0002-6023-8921"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]},{"id":"https://openalex.org/I4210163630","display_name":"Fraunhofer Institute for Software and Systems Engineering","ror":"https://ror.org/058kjq542","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210163630","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jakob Rehof","raw_affiliation_strings":["TU Dortmund University and Fraunhofer ISST, Dortmund, Germany"],"affiliations":[{"raw_affiliation_string":"TU Dortmund University and Fraunhofer ISST, Dortmund, Germany","institution_ids":["https://openalex.org/I4210163630","https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5041644618"],"corresponding_institution_ids":["https://openalex.org/I4210110507","https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":7.177,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.97405746,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"14","issue":"1","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9945999979972839,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.991599977016449,"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/interoperability","display_name":"Interoperability","score":0.7380321621894836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7213866114616394},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.7144023776054382},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.49545419216156006},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4648047685623169},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.45874932408332825},{"id":"https://openalex.org/keywords/data-governance","display_name":"Data governance","score":0.44983962178230286},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43757376074790955},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.4354112446308136},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.431963711977005},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.35287922620773315},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.245733380317688},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.24341246485710144},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2011871635913849},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1876772940158844},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1292298138141632}],"concepts":[{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.7380321621894836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7213866114616394},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7144023776054382},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.49545419216156006},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4648047685623169},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.45874932408332825},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.44983962178230286},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43757376074790955},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.4354112446308136},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.431963711977005},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.35287922620773315},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.245733380317688},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.24341246485710144},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2011871635913849},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1876772940158844},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1292298138141632},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3467022","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3467022","pdf_url":null,"source":{"id":"https://openalex.org/S110189822","display_name":"Journal of Data and Information Quality","issn_l":"1936-1955","issn":["1936-1955","1936-1963"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Data and Information Quality","raw_type":"journal-article"},{"id":"pmh:oai:iris.uniroma1.it:11573/1670948","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1670948","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:null:publica/419657","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/419657","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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:pure.atira.dk:publications/b3e8637c-1b16-429a-972f-78595753f3d2","is_oa":false,"landing_page_url":"https://pure.itu.dk/portal/da/publications/b3e8637c-1b16-429a-972f-78595753f3d2","pdf_url":null,"source":{"id":"https://openalex.org/S4377196680","display_name":"IT University Of Copenhagen (IT University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83467386","host_organization_name":"IT University of Copenhagen","host_organization_lineage":["https://openalex.org/I83467386"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Geisler, S, Vidal, M-E, Cappiello, C, Farias L\u00f3scio, B, Gal, A, Jarke, M, Lenzerini, M, Missier, P, Otto, B, Paja, E, Pernici, B & Rehof, J 2021, 'Knowledge-Driven Data Ecosystems Toward Data Transparency', Journal of Data and Information Quality, vol. 14, no. 1, 3, pp. 1-12. https://doi.org/10.1145/3467022","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:re.public.polimi.it:11311/1200835","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1200835","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/1200835","is_oa":true,"landing_page_url":"http://hdl.handle.net/11311/1200835","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[{"id":"https://openalex.org/G1774048160","display_name":null,"funder_award_id":"390621612","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G2899823199","display_name":null,"funder_award_id":"90621612","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G352791218","display_name":null,"funder_award_id":"(BMBF)","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G3690566780","display_name":null,"funder_award_id":"875160","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G3827193553","display_name":null,"funder_award_id":"952215","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G5106512922","display_name":null,"funder_award_id":"Deutsche Forschungsgemeinschaft (DFG","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5464936042","display_name":null,"funder_award_id":"872944","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G5814583085","display_name":null,"funder_award_id":"39062161","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6024419964","display_name":null,"funder_award_id":"Deutsche Forschungsgemeinschaft (DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6052429835","display_name":null,"funder_award_id":"(DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6310860166","display_name":null,"funder_award_id":"17031","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G6955755495","display_name":null,"funder_award_id":"Germany","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G69884316","display_name":null,"funder_award_id":"EXC-2023","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7030873065","display_name":null,"funder_award_id":"01IS17031","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7300938430","display_name":null,"funder_award_id":"390621612","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7331901853","display_name":null,"funder_award_id":"EU H2020","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7458990236","display_name":null,"funder_award_id":"CLARIFY","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7632700759","display_name":null,"funder_award_id":"727658","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8413167928","display_name":null,"funder_award_id":"Excellence Strategy","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G8957829834","display_name":null,"funder_award_id":"EU H2020","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1992673035","https://openalex.org/W2011940398","https://openalex.org/W2075486265","https://openalex.org/W2424304400","https://openalex.org/W2496777941","https://openalex.org/W2512660400","https://openalex.org/W2542998387","https://openalex.org/W2750061420","https://openalex.org/W2807617730","https://openalex.org/W2810039498","https://openalex.org/W2811097925","https://openalex.org/W2885343577","https://openalex.org/W2947318600","https://openalex.org/W2954164815","https://openalex.org/W2963725499","https://openalex.org/W2967736654","https://openalex.org/W2969472936","https://openalex.org/W2970044597","https://openalex.org/W2971175134","https://openalex.org/W2980434064","https://openalex.org/W2997028620","https://openalex.org/W3013048852","https://openalex.org/W3032933861","https://openalex.org/W3099252223","https://openalex.org/W3106596241","https://openalex.org/W6753098016"],"related_works":["https://openalex.org/W3198250195","https://openalex.org/W4367303911","https://openalex.org/W4393006833","https://openalex.org/W3196772741","https://openalex.org/W4387161435","https://openalex.org/W4234782487","https://openalex.org/W2294251860","https://openalex.org/W2900571569","https://openalex.org/W2970539919","https://openalex.org/W4289517811"],"abstract_inverted_index":{"A":[0],"data":[1,32,63,70],"ecosystem":[2],"(DE)":[3],"offers":[4],"a":[5,85,106],"keystone-player":[6],"or":[7],"alliance-driven":[8],"infrastructure":[9],"that":[10,58],"enables":[11],"the":[12,18,41,69,91,95,100,114,117,121],"interaction":[13],"of":[14,20,29,43,102,116],"different":[15],"stakeholders":[16],"and":[17,34,45,56,71,80,112],"resolution":[19],"interoperability":[21],"issues":[22],"among":[23],"shared":[24],"data.":[25],"However,":[26],"despite":[27],"years":[28],"research":[30],"in":[31,105,120],"governance":[33],"management,":[35,73],"trustability":[36],"is":[37],"still":[38],"affected":[39],"by":[40],"absence":[42],"transparent":[44],"traceable":[46],"data-driven":[47],"pipelines.":[48],"In":[49],"this":[50],"work,":[51],"we":[52,110],"focus":[53],"on":[54],"requirements":[55],"challenges":[57],"DEs":[59],"face":[60],"when":[61],"ensuring":[62],"transparency.":[64],"Requirements":[65],"are":[66],"derived":[67],"from":[68,77],"organizational":[72],"as":[74,76],"well":[75],"broader":[78],"legal":[79],"ethical":[81],"considerations.":[82],"We":[83,98],"propose":[84],"novel":[86],"knowledge-driven":[87],"DE":[88],"architecture,":[89],"providing":[90],"pillars":[92],"for":[93],"satisfying":[94],"analyzed":[96],"requirements.":[97,124],"illustrate":[99],"potential":[101,115],"our":[103],"proposal":[104],"real-world":[107],"scenario.":[108],"Last,":[109],"discuss":[111],"rate":[113],"proposed":[118],"architecture":[119],"fulfillmentof":[122],"these":[123]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}
