{"id":"https://openalex.org/W2912950309","doi":"https://doi.org/10.1109/msec.2018.2875329","title":"Data Science Data Governance [AI Ethics]","display_name":"Data Science Data Governance [AI Ethics]","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2912950309","doi":"https://doi.org/10.1109/msec.2018.2875329","mag":"2912950309"},"language":"en","primary_location":{"id":"doi:10.1109/msec.2018.2875329","is_oa":true,"landing_page_url":"https://doi.org/10.1109/msec.2018.2875329","pdf_url":"https://ieeexplore.ieee.org/ielx7/8013/8636427/08636447.pdf","source":{"id":"https://openalex.org/S61906035","display_name":"IEEE Security & Privacy","issn_l":"1540-7993","issn":["1540-7993","1558-4046"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Security & Privacy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/8013/8636427/08636447.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041167419","display_name":"Joshua A. Kroll","orcid":"https://orcid.org/0000-0002-4079-2175"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joshua A. Kroll","raw_affiliation_strings":["Information, University of California, Berkeley, United States"],"raw_orcid":"https://orcid.org/0000-0002-4079-2175","affiliations":[{"raw_affiliation_string":"Information, University of California, Berkeley, United States","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041167419"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":0.9825,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.82776774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"16","issue":"6","first_page":"61","last_page":"70"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.996999979019165,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-governance","display_name":"Data governance","score":0.8125661015510559},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.8105578422546387},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.7474069595336914},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.6161150932312012},{"id":"https://openalex.org/keywords/data-protection-act-1998","display_name":"Data Protection Act 1998","score":0.4876309931278229},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.4657025933265686},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38429775834083557},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36530035734176636},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.36314210295677185},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.35262012481689453},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.3308846950531006},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.3066028952598572},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2923502027988434},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24862006306648254},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14074310660362244},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.08961236476898193}],"concepts":[{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.8125661015510559},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.8105578422546387},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.7474069595336914},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.6161150932312012},{"id":"https://openalex.org/C69360830","wikidata":"https://www.wikidata.org/wiki/Q1172237","display_name":"Data Protection Act 1998","level":2,"score":0.4876309931278229},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4657025933265686},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38429775834083557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36530035734176636},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.36314210295677185},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.35262012481689453},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3308846950531006},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.3066028952598572},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2923502027988434},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24862006306648254},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14074310660362244},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08961236476898193},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/msec.2018.2875329","is_oa":true,"landing_page_url":"https://doi.org/10.1109/msec.2018.2875329","pdf_url":"https://ieeexplore.ieee.org/ielx7/8013/8636427/08636447.pdf","source":{"id":"https://openalex.org/S61906035","display_name":"IEEE Security & Privacy","issn_l":"1540-7993","issn":["1540-7993","1558-4046"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Security & Privacy","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/msec.2018.2875329","is_oa":true,"landing_page_url":"https://doi.org/10.1109/msec.2018.2875329","pdf_url":"https://ieeexplore.ieee.org/ielx7/8013/8636427/08636447.pdf","source":{"id":"https://openalex.org/S61906035","display_name":"IEEE Security & Privacy","issn_l":"1540-7993","issn":["1540-7993","1558-4046"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Security & Privacy","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2912950309.pdf","grobid_xml":"https://content.openalex.org/works/W2912950309.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2048087720","https://openalex.org/W2123147099","https://openalex.org/W2303276850","https://openalex.org/W2507358938","https://openalex.org/W2522104760","https://openalex.org/W2523579862","https://openalex.org/W2573660794","https://openalex.org/W2574453596","https://openalex.org/W2594475271","https://openalex.org/W2764072425","https://openalex.org/W2897439270","https://openalex.org/W2962772482","https://openalex.org/W2962922665","https://openalex.org/W6727355760","https://openalex.org/W6765858885","https://openalex.org/W6988977658"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2796428479","https://openalex.org/W2765152509","https://openalex.org/W1579217778","https://openalex.org/W4321442303","https://openalex.org/W2947699195","https://openalex.org/W2292935008","https://openalex.org/W2899425562","https://openalex.org/W2910711941"],"abstract_inverted_index":{"This":[0],"article":[1],"summarizes":[2],"best":[3],"practices":[4],"by":[5,20],"organizations":[6],"to":[7],"manage":[8],"their":[9],"data,":[10],"which":[11],"should":[12],"encompass":[13],"the":[14,21],"full":[15],"range":[16],"of":[17,23,34],"responsibilities":[18],"borne":[19],"use":[22],"data":[24,30],"in":[25],"automated":[26],"decision":[27],"making,":[28],"including":[29],"security,":[31],"privacy,":[32],"avoidance":[33],"undue":[35],"discrimination,":[36],"accountability,":[37],"and":[38],"transparency.":[39]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-10T07:45:09.275182","created_date":"2025-10-10T00:00:00"}