{"id":"https://openalex.org/W4392488972","doi":"https://doi.org/10.1007/s12599-024-00857-8","title":"Data-Centric Artificial Intelligence","display_name":"Data-Centric Artificial Intelligence","publication_year":2024,"publication_date":"2024-03-05","ids":{"openalex":"https://openalex.org/W4392488972","doi":"https://doi.org/10.1007/s12599-024-00857-8"},"language":"en","primary_location":{"id":"doi:10.1007/s12599-024-00857-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12599-024-00857-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12599-024-00857-8.pdf","source":{"id":"https://openalex.org/S27339233","display_name":"Business & Information Systems Engineering","issn_l":"1867-0202","issn":["1867-0202","2363-7005"],"is_oa":false,"is_in_doaj":false,"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":"Business &amp; Information Systems Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12599-024-00857-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014669175","display_name":"Johannes Jakubik","orcid":"https://orcid.org/0000-0002-6235-0300"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Johannes Jakubik","raw_affiliation_strings":["Karlsruhe Institute of Technology, Kaiserstra\u00dfe 12, 76131, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Kaiserstra\u00dfe 12, 76131, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039548036","display_name":"Michael V\u00f6ssing","orcid":"https://orcid.org/0000-0002-7722-6142"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael V\u00f6ssing","raw_affiliation_strings":["Karlsruhe Institute of Technology, Kaiserstra\u00dfe 12, 76131, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Kaiserstra\u00dfe 12, 76131, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071819311","display_name":"Niklas K\u00fchl","orcid":"https://orcid.org/0000-0001-6750-0876"},"institutions":[{"id":"https://openalex.org/I54009628","display_name":"University of Bayreuth","ror":"https://ror.org/0234wmv40","country_code":"DE","type":"education","lineage":["https://openalex.org/I54009628"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niklas K\u00fchl","raw_affiliation_strings":["University of Bayreuth, Universit\u00e4tsstra\u00dfe 30, 95447, Bayreuth, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Bayreuth, Universit\u00e4tsstra\u00dfe 30, 95447, Bayreuth, Germany","institution_ids":["https://openalex.org/I54009628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091616270","display_name":"Jannis Walk","orcid":"https://orcid.org/0000-0002-8410-1065"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jannis Walk","raw_affiliation_strings":["Karlsruhe Institute of Technology, Kaiserstra\u00dfe 12, 76131, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Kaiserstra\u00dfe 12, 76131, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000245557","display_name":"Gerhard Satzger","orcid":"https://orcid.org/0000-0001-8731-654X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Satzger","raw_affiliation_strings":["Karlsruhe Institute of Technology, Kaiserstra\u00dfe 12, 76131, Karlsruhe, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Kaiserstra\u00dfe 12, 76131, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014669175"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":{"value":2790,"currency":"EUR","value_usd":3590},"fwci":36.7201,"has_fulltext":true,"cited_by_count":83,"citation_normalized_percentile":{"value":0.99823877,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"66","issue":"4","first_page":"507","last_page":"515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9995999932289124,"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":0.9995999932289124,"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/T11719","display_name":"Data Quality and Management","score":0.9977999925613403,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9854999780654907,"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/computer-science","display_name":"Computer science","score":0.6881060600280762},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.5665059685707092},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5592522025108337},{"id":"https://openalex.org/keywords/database-centric-architecture","display_name":"Database-centric architecture","score":0.529097318649292},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5216513276100159},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4820314645767212},{"id":"https://openalex.org/keywords/paradigm-shift","display_name":"Paradigm shift","score":0.4719742238521576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45979639887809753},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.41298970580101013},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22525015473365784},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.08829975128173828}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6881060600280762},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.5665059685707092},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5592522025108337},{"id":"https://openalex.org/C154240960","wikidata":"https://www.wikidata.org/wiki/Q2860294","display_name":"Database-centric architecture","level":5,"score":0.529097318649292},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5216513276100159},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4820314645767212},{"id":"https://openalex.org/C43540301","wikidata":"https://www.wikidata.org/wiki/Q689971","display_name":"Paradigm shift","level":2,"score":0.4719742238521576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45979639887809753},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.41298970580101013},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22525015473365784},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.08829975128173828},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.0},{"id":"https://openalex.org/C41065761","wikidata":"https://www.wikidata.org/wiki/Q2193309","display_name":"Applications architecture","level":4,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s12599-024-00857-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12599-024-00857-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12599-024-00857-8.pdf","source":{"id":"https://openalex.org/S27339233","display_name":"Business & Information Systems Engineering","issn_l":"1867-0202","issn":["1867-0202","2363-7005"],"is_oa":false,"is_in_doaj":false,"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":"Business &amp; Information Systems Engineering","raw_type":"journal-article"},{"id":"pmh:oai:econstor.eu:10419/315720","is_oa":true,"landing_page_url":"https://hdl.handle.net/10419/315720","pdf_url":"https://www.econstor.eu/bitstream/10419/315720/1/12599_2024_Article_857.pdf","source":{"id":"https://openalex.org/S4306401696","display_name":"Econstor (Econstor)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:article"},{"id":"pmh:oai:RePEc:spr:binfse:v:66:y:2024:i:4:d:10.1007_s12599-024-00857-8","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s12599-024-00857-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s12599-024-00857-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12599-024-00857-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12599-024-00857-8.pdf","source":{"id":"https://openalex.org/S27339233","display_name":"Business & Information Systems Engineering","issn_l":"1867-0202","issn":["1867-0202","2363-7005"],"is_oa":false,"is_in_doaj":false,"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":"Business &amp; Information Systems Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392488972.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1901616594","https://openalex.org/W2141975087","https://openalex.org/W2300445845","https://openalex.org/W2804274048","https://openalex.org/W2889326414","https://openalex.org/W2963725499","https://openalex.org/W2965485876","https://openalex.org/W2970044597","https://openalex.org/W3095746518","https://openalex.org/W3118813946","https://openalex.org/W3155189475","https://openalex.org/W3158877728","https://openalex.org/W3210933050","https://openalex.org/W4283218921","https://openalex.org/W4308751002","https://openalex.org/W4313433600","https://openalex.org/W4379207970","https://openalex.org/W4385248297","https://openalex.org/W4387455665","https://openalex.org/W4388570289","https://openalex.org/W4391904009"],"related_works":["https://openalex.org/W4214843831","https://openalex.org/W2410321111","https://openalex.org/W173782983","https://openalex.org/W2802231598","https://openalex.org/W2796237475","https://openalex.org/W245263593","https://openalex.org/W1985637954","https://openalex.org/W2210897239","https://openalex.org/W4392488972","https://openalex.org/W4391114577"],"abstract_inverted_index":{"Abstract":[0],"Data-centric":[1],"artificial":[2],"intelligence":[3],"(data-centric":[4],"AI)":[5],"represents":[6],"an":[7,113],"emerging":[8],"paradigm":[9,30,91,126],"that":[10],"emphasizes":[11],"the":[12,39,48,68,90,96,105,133,136,143],"importance":[13],"of":[14,41,54,58,70,92,108,115,139],"enhancing":[15],"data":[16],"systematically":[17],"and":[18,24,65,72,99,123],"at":[19],"scale":[20],"to":[21,62,77,88,103],"build":[22],"effective":[23],"efficient":[25],"AI-based":[26,42],"systems.":[27],"The":[28,56,80],"novel":[29,125],"complements":[31],"recent":[32],"model-centric":[33,97],"AI,":[34],"which":[35],"focuses":[36],"on":[37,45],"improving":[38],"performance":[40],"systems":[43],"based":[44],"changes":[46],"in":[47],"model":[49],"using":[50],"a":[51,101],"fixed":[52],"set":[53],"data.":[55],"objective":[57],"this":[59,124],"article":[60],"is":[61,121,127],"introduce":[63],"practitioners":[64],"researchers":[66],"from":[67,129],"field":[69],"Business":[71],"Information":[73],"Systems":[74],"Engineering":[75],"(BISE)":[76],"data-centric":[78,93,109,119,140],"AI.":[79,110],"paper":[81,134],"defines":[82],"relevant":[83],"terms,":[84],"provides":[85],"key":[86],"characteristics":[87],"contrast":[89],"AI":[94,120,141],"with":[95],"one,":[98],"introduces":[100],"framework":[102],"illustrate":[104],"different":[106],"dimensions":[107],"In":[111],"addition,":[112],"overview":[114],"available":[116],"tools":[117],"for":[118,142],"presented":[122],"differenciated":[128],"related":[130],"concepts.":[131],"Finally,":[132],"discusses":[135],"longer-term":[137],"implications":[138],"BISE":[144],"community.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":18},{"year":2025,"cited_by_count":39},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
