{"id":"https://openalex.org/W2958248471","doi":"https://doi.org/10.1186/s40537-019-0237-9","title":"VADA: an architecture for end user informed data preparation","display_name":"VADA: an architecture for end user informed data preparation","publication_year":2019,"publication_date":"2019-08-21","ids":{"openalex":"https://openalex.org/W2958248471","doi":"https://doi.org/10.1186/s40537-019-0237-9","mag":"2958248471"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-019-0237-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-019-0237-9","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-019-0237-9","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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 Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-019-0237-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010193726","display_name":"\u039d\u03b9\u03ba\u03cc\u03bb\u03b1\u03bf\u03c2 \u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c5","orcid":"https://orcid.org/0000-0003-3742-9276"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Nikolaos Konstantinou","raw_affiliation_strings":["School of Computer Science, University of Manchester, Oxford Road, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Oxford Road, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070591199","display_name":"E. W. Abel","orcid":"https://orcid.org/0000-0002-3694-5116"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Edward Abel","raw_affiliation_strings":["School of Computer Science, University of Manchester, Oxford Road, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Oxford Road, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049287242","display_name":"Luigi Bellomarini","orcid":"https://orcid.org/0000-0001-6863-0162"},"institutions":[{"id":"https://openalex.org/I103737770","display_name":"Bank of Italy","ror":"https://ror.org/03v2nbx43","country_code":"IT","type":"funder","lineage":["https://openalex.org/I103737770"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Bellomarini","raw_affiliation_strings":["Applied IT Research Unit, Banca d\u2019Italia, Rome, Italy","Applied IT Research Unit, Banca d'Italia, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Applied IT Research Unit, Banca d\u2019Italia, Rome, Italy","institution_ids":["https://openalex.org/I103737770"]},{"raw_affiliation_string":"Applied IT Research Unit, Banca d'Italia, Rome, Italy","institution_ids":["https://openalex.org/I103737770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004951878","display_name":"Alex Bogatu","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alex Bogatu","raw_affiliation_strings":["School of Computer Science, University of Manchester, Oxford Road, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Oxford Road, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020613765","display_name":"Cristina Civili","orcid":"https://orcid.org/0000-0002-4357-3509"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cristina Civili","raw_affiliation_strings":["Laboratory for Foundations of Computer Science, University of Edinburgh, Crichton Street, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"Laboratory for Foundations of Computer Science, University of Edinburgh, Crichton Street, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026871693","display_name":"Endri Irfanie","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Endri Irfanie","raw_affiliation_strings":["School of Computer Science, University of Manchester, Oxford Road, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Oxford Road, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032869679","display_name":"Martin Koehler","orcid":"https://orcid.org/0000-0003-0377-9008"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Martin Koehler","raw_affiliation_strings":["School of Computer Science, University of Manchester, Oxford Road, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Oxford Road, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062787907","display_name":"Lacramioara Mazilu","orcid":"https://orcid.org/0000-0003-2415-6336"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lacramioara Mazilu","raw_affiliation_strings":["School of Computer Science, University of Manchester, Oxford Road, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Oxford Road, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012243761","display_name":"Emanuel Sallinger","orcid":"https://orcid.org/0000-0001-7441-129X"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Emanuel Sallinger","raw_affiliation_strings":["Department of Computer Science, University of Oxford, Parks Road, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, Parks Road, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057541402","display_name":"Alvaro A. A. Fernandes","orcid":"https://orcid.org/0000-0002-6100-7199"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alvaro A. A. Fernandes","raw_affiliation_strings":["School of Computer Science, University of Manchester, Oxford Road, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Oxford Road, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050151740","display_name":"Georg Gottlob","orcid":"https://orcid.org/0000-0002-2353-5230"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Georg Gottlob","raw_affiliation_strings":["Department of Computer Science, University of Oxford, Parks Road, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford, Parks Road, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105350782","display_name":"John Keane","orcid":"https://orcid.org/0000-0001-9022-4339"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John A. Keane","raw_affiliation_strings":["School of Computer Science, University of Manchester, Oxford Road, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Oxford Road, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066619159","display_name":"Norman W. Paton","orcid":"https://orcid.org/0000-0003-2008-6617"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Norman W. Paton","raw_affiliation_strings":["School of Computer Science, University of Manchester, Oxford Road, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Oxford Road, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5010193726"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":3.5059,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.92668596,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"6","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.8534677624702454},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6404926776885986},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.48316019773483276},{"id":"https://openalex.org/keywords/data-extraction","display_name":"Data extraction","score":0.4693772792816162},{"id":"https://openalex.org/keywords/data-architecture","display_name":"Data architecture","score":0.4516982436180115},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4460856020450592},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.44075578451156616},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.43838271498680115},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4361548125743866},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42422330379486084},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.4230099022388458},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.40885865688323975},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3498075008392334},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3371044397354126},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.3240097761154175},{"id":"https://openalex.org/keywords/reference-architecture","display_name":"Reference architecture","score":0.24454337358474731},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.20987123250961304},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.19172033667564392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8534677624702454},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6404926776885986},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.48316019773483276},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.4693772792816162},{"id":"https://openalex.org/C94070970","wikidata":"https://www.wikidata.org/wiki/Q638422","display_name":"Data architecture","level":5,"score":0.4516982436180115},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4460856020450592},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.44075578451156616},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.43838271498680115},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4361548125743866},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42422330379486084},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.4230099022388458},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.40885865688323975},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3498075008392334},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3371044397354126},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.3240097761154175},{"id":"https://openalex.org/C55356503","wikidata":"https://www.wikidata.org/wiki/Q2136675","display_name":"Reference architecture","level":4,"score":0.24454337358474731},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.20987123250961304},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19172033667564392},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1186/s40537-019-0237-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-019-0237-9","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-019-0237-9","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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 Big Data","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/351ea41e-9e38-4db8-a006-c42ab5f6e5de","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/351ea41e-9e38-4db8-a006-c42ab5f6e5de","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Konstantinou, N, Abel, E, Bellomarini, L, Bogatu, A, Civili, C, Irfanie, E, Koehler, M, Mazilu, L, Sallinger, E, Fernandes, A, Gottlob, G, Keane, J & Paton, N 2019, 'VADA: An Architecture for End User Informed Data Preparation', Journal of Big Data. https://doi.org/10.1186/s40537-019-0237-9","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:5c4d22d6e26a4c9cb3649b742d929700","is_oa":true,"landing_page_url":"https://doaj.org/article/5c4d22d6e26a4c9cb3649b742d929700","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 Big Data, Vol 6, Iss 1, Pp 1-32 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-019-0237-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-019-0237-9","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-019-0237-9","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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 Big Data","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1340583830","display_name":null,"funder_award_id":"Not applicable","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1934935867","display_name":null,"funder_award_id":"Engineering and Physical Sciences R","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5458651130","display_name":null,"funder_award_id":"M025268","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8298339663","display_name":"VADA: Value Added Data Systems -- Principles and Architecture","funder_award_id":"EP/M025268/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8400180575","display_name":null,"funder_award_id":"EP/M025268/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8891597062","display_name":null,"funder_award_id":"EP/M025268/","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2958248471.pdf","grobid_xml":"https://content.openalex.org/works/W2958248471.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1969092646","https://openalex.org/W1976732638","https://openalex.org/W1981951557","https://openalex.org/W1998982581","https://openalex.org/W2020244384","https://openalex.org/W2029133737","https://openalex.org/W2029591641","https://openalex.org/W2046298800","https://openalex.org/W2064766209","https://openalex.org/W2065000833","https://openalex.org/W2069841869","https://openalex.org/W2081186682","https://openalex.org/W2083755493","https://openalex.org/W2101997700","https://openalex.org/W2114541504","https://openalex.org/W2117200425","https://openalex.org/W2216972693","https://openalex.org/W2232417456","https://openalex.org/W2245236296","https://openalex.org/W2251214202","https://openalex.org/W2288244345","https://openalex.org/W2293618136","https://openalex.org/W2294923631","https://openalex.org/W2296164608","https://openalex.org/W2329105431","https://openalex.org/W2397159770","https://openalex.org/W2585438896","https://openalex.org/W2590809092","https://openalex.org/W2593749351","https://openalex.org/W2610818984","https://openalex.org/W2612069656","https://openalex.org/W2613536717","https://openalex.org/W2752854719","https://openalex.org/W2769360714","https://openalex.org/W2782832832","https://openalex.org/W2796406438","https://openalex.org/W2798664493","https://openalex.org/W2805345166","https://openalex.org/W2808240130","https://openalex.org/W2898269683","https://openalex.org/W2902469896","https://openalex.org/W4212801147","https://openalex.org/W4212985172","https://openalex.org/W4214751146"],"related_works":["https://openalex.org/W4387089269","https://openalex.org/W1152672851","https://openalex.org/W2097299278","https://openalex.org/W2354797847","https://openalex.org/W2372256883","https://openalex.org/W1603556766","https://openalex.org/W2104908373","https://openalex.org/W3034154125","https://openalex.org/W3101050584","https://openalex.org/W2976480616"],"abstract_inverted_index":{"Data":[0,11],"scientists":[1],"spend":[2],"considerable":[3],"amounts":[4],"of":[5,28,37,61,106,144,159,177,183,204,210,215,224],"time":[6],"preparing":[7],"data":[8,18,53,63,90,108,114,166,178,198],"for":[9,187],"analysis.":[10],"preparation":[12,64,167,179],"is":[13,153],"labour":[14],"intensive":[15],"because":[16],"the":[17,32,35,52,58,62,67,76,95,98,104,107,117,126,137,151,175,181,200,205,208,211,213,222],"scientist":[19,54],"typically":[20],"takes":[21],"fine":[22],"grained":[23],"control":[24],"over":[25],"each":[26,29],"aspect":[27],"step":[30],"in":[31,50,149],"process,":[33,65],"motivating":[34],"development":[36],"techniques":[38],"that":[39,169],"seek":[40],"to":[41,69,73,121,173,221],"reduce":[42,174],"this":[43],"burden.":[44],"This":[45,162],"paper":[46,163],"presents":[47],"an":[48],"architecture":[49,139,168],"which":[51,150],"need":[55,100],"only":[56,101],"describe":[57],"intended":[59],"outcome":[60],"leaving":[66],"software":[68],"determine":[70],"how":[71],"best":[72],"bring":[74],"about":[75],"outcome.":[77],"Key":[78],"wrangling":[79,147,206],"decisions":[80],"on":[81,131],"matching,":[82],"mapping":[83,85],"generation,":[84],"selection,":[86],"format":[87],"transformation":[88],"and":[89,97,128,156,195,202,217],"repair":[91],"are":[92],"taken":[93],"by":[94],"system,":[96],"user":[99],"provide:":[102],"(i)":[103],"schema":[105],"target;":[109,118,127],"(ii)":[110],"partial":[111],"representative":[112],"instance":[113],"aligned":[115],"with":[116,192,219],"(iii)":[119],"criteria":[120],"be":[122],"prioritised":[123],"when":[124],"populating":[125],"(iv)":[129],"feedback":[130],"candidate":[132],"results.":[133],"To":[134],"support":[135],"this,":[136],"proposed":[138],"dynamically":[140],"orchestrates":[141],"a":[142,165,184],"collection":[143],"loosely":[145],"coupled":[146],"components,":[148],"orchestration":[152],"declaratively":[154],"specified":[155],"includes":[157],"self-tuning":[158],"component":[160],"parameters.":[161],"describes":[164],"has":[170],"been":[171],"designed":[172],"cost":[176],"through":[180],"provision":[182],"central":[185],"role":[186],"automation.":[188],"An":[189],"empirical":[190],"evaluation":[191],"deep":[193],"web":[194],"open":[196],"government":[197],"investigates":[199],"quality":[201],"suitability":[203],"result,":[207],"cost-effectiveness":[209],"approach,":[212],"impact":[214],"self-tuning,":[216],"scalability":[218],"respect":[220],"numbers":[223],"sources.":[225]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
