{"id":"https://openalex.org/W4291449179","doi":"https://doi.org/10.3390/jcp2030031","title":"SMARTEN\u2014A Sample-Based Approach towards Privacy-Friendly Data Refinement","display_name":"SMARTEN\u2014A Sample-Based Approach towards Privacy-Friendly Data Refinement","publication_year":2022,"publication_date":"2022-08-15","ids":{"openalex":"https://openalex.org/W4291449179","doi":"https://doi.org/10.3390/jcp2030031"},"language":"en","primary_location":{"id":"doi:10.3390/jcp2030031","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jcp2030031","pdf_url":"https://www.mdpi.com/2624-800X/2/3/31/pdf?version=1660554288","source":{"id":"https://openalex.org/S4210232532","display_name":"Journal of Cybersecurity and Privacy","issn_l":"2624-800X","issn":["2624-800X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"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 Cybersecurity and Privacy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2624-800X/2/3/31/pdf?version=1660554288","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089733978","display_name":"Christoph Stach","orcid":"https://orcid.org/0000-0003-3795-7909"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Christoph Stach","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, 70569 Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3795-7909","affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, 70569 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082314697","display_name":"Michael Behringer","orcid":"https://orcid.org/0000-0002-0410-5307"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Behringer","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, 70569 Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0410-5307","affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, 70569 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054774036","display_name":"Julia Br\u00e4cker","orcid":"https://orcid.org/0000-0002-4676-6410"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julia Br\u00e4cker","raw_affiliation_strings":["Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Allmandring 5B, 70569 Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4676-6410","affiliations":[{"raw_affiliation_string":"Institute of Biochemistry and Technical Biochemistry, University of Stuttgart, Allmandring 5B, 70569 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019080487","display_name":"Cl\u00e9mentine Gritti","orcid":"https://orcid.org/0000-0002-0835-8678"},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Cl\u00e9mentine Gritti","raw_affiliation_strings":["Department of Computer Science and Software Engineering, University of Canterbury, Christchurch 8041, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-0835-8678","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, University of Canterbury, Christchurch 8041, New Zealand","institution_ids":["https://openalex.org/I185492890"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062152793","display_name":"Bernhard Mitschang","orcid":"https://orcid.org/0000-0003-0809-9159"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernhard Mitschang","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, 70569 Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstra\u00dfe 38, 70569 Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5089733978"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":{"value":1000,"currency":"CHF","value_usd":1082},"apc_paid":{"value":1000,"currency":"CHF","value_usd":1082},"fwci":0.5066,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6824359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"2","issue":"3","first_page":"606","last_page":"628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9993000030517578,"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":0.9993000030517578,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9991999864578247,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9986000061035156,"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":0.7994797229766846},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6452382206916809},{"id":"https://openalex.org/keywords/executable","display_name":"Executable","score":0.5991255640983582},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5486102104187012},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5432443022727966},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.5360036492347717},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5317149758338928},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5308678150177002},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46519196033477783},{"id":"https://openalex.org/keywords/data-transformation","display_name":"Data transformation","score":0.4538622200489044},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.44692111015319824},{"id":"https://openalex.org/keywords/data-anonymization","display_name":"Data anonymization","score":0.4411124289035797},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4394933879375458},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4267449975013733},{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.3217904269695282},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21181443333625793}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7994797229766846},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6452382206916809},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.5991255640983582},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5486102104187012},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5432443022727966},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.5360036492347717},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5317149758338928},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5308678150177002},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46519196033477783},{"id":"https://openalex.org/C150670458","wikidata":"https://www.wikidata.org/wiki/Q4272815","display_name":"Data transformation","level":3,"score":0.4538622200489044},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.44692111015319824},{"id":"https://openalex.org/C2776945810","wikidata":"https://www.wikidata.org/wiki/Q17006654","display_name":"Data anonymization","level":3,"score":0.4411124289035797},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4394933879375458},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4267449975013733},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.3217904269695282},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21181443333625793},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/jcp2030031","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jcp2030031","pdf_url":"https://www.mdpi.com/2624-800X/2/3/31/pdf?version=1660554288","source":{"id":"https://openalex.org/S4210232532","display_name":"Journal of Cybersecurity and Privacy","issn_l":"2624-800X","issn":["2624-800X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"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 Cybersecurity and Privacy","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:02e04a97b020485e9995c92f1785f331","is_oa":true,"landing_page_url":"https://doaj.org/article/02e04a97b020485e9995c92f1785f331","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cybersecurity and Privacy, Vol 2, Iss 3, Pp 606-628 (2022)","raw_type":"article"},{"id":"pmh:oai:elib.uni-stuttgart.de:11682/14144","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:93-opus-ds-141447","pdf_url":null,"source":{"id":"https://openalex.org/S4306401556","display_name":"OPUS Publication Server of the University of Stuttgart (University of Stuttgart)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100066346","host_organization_name":"University of Stuttgart","host_organization_lineage":["https://openalex.org/I100066346"],"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":"article"},{"id":"pmh:oai:informatik.uni-stuttgart.de:ART-2022-06","is_oa":false,"landing_page_url":"http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=ART-2022-06&amp;engl=1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401306","display_name":"Fachbereich Informatik (University of Stuttgart)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100066346","host_organization_name":"University of Stuttgart","host_organization_lineage":["https://openalex.org/I100066346"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n            In: Journal of Cybersecurity and Privacy. Vol. 2(3), pp. 606-628\\n          ","raw_type":"Text"},{"id":"doi:10.18419/opus-14125","is_oa":true,"landing_page_url":"https://doi.org/10.18419/opus-14125","pdf_url":null,"source":{"id":"https://openalex.org/S7407052998","display_name":"Universit\u00e4tsbibliothek Stuttgart","issn_l":null,"issn":[],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/jcp2030031","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jcp2030031","pdf_url":"https://www.mdpi.com/2624-800X/2/3/31/pdf?version=1660554288","source":{"id":"https://openalex.org/S4210232532","display_name":"Journal of Cybersecurity and Privacy","issn_l":"2624-800X","issn":["2624-800X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"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 Cybersecurity and Privacy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4291449179.pdf"},"referenced_works_count":89,"referenced_works":["https://openalex.org/W1479914378","https://openalex.org/W1689932539","https://openalex.org/W1974642298","https://openalex.org/W1977950655","https://openalex.org/W1988144572","https://openalex.org/W2002830978","https://openalex.org/W2017126829","https://openalex.org/W2022209433","https://openalex.org/W2033626294","https://openalex.org/W2048715330","https://openalex.org/W2054250913","https://openalex.org/W2090753465","https://openalex.org/W2095263945","https://openalex.org/W2095848001","https://openalex.org/W2096604262","https://openalex.org/W2099185267","https://openalex.org/W2135211349","https://openalex.org/W2141420453","https://openalex.org/W2165207129","https://openalex.org/W2398882227","https://openalex.org/W2475936174","https://openalex.org/W2480709345","https://openalex.org/W2492039822","https://openalex.org/W2501175677","https://openalex.org/W2604458809","https://openalex.org/W2604861547","https://openalex.org/W2613416506","https://openalex.org/W2749782696","https://openalex.org/W2757130335","https://openalex.org/W2758168072","https://openalex.org/W2767103566","https://openalex.org/W2791958299","https://openalex.org/W2794525552","https://openalex.org/W2794556148","https://openalex.org/W2794561747","https://openalex.org/W2798247400","https://openalex.org/W2799040448","https://openalex.org/W2802092539","https://openalex.org/W2885285116","https://openalex.org/W2885851688","https://openalex.org/W2896020322","https://openalex.org/W2942598363","https://openalex.org/W2943136283","https://openalex.org/W2990835654","https://openalex.org/W3013074498","https://openalex.org/W3014088089","https://openalex.org/W3033117735","https://openalex.org/W3033682549","https://openalex.org/W3034175800","https://openalex.org/W3045333888","https://openalex.org/W3045387085","https://openalex.org/W3046238090","https://openalex.org/W3107001518","https://openalex.org/W3107180879","https://openalex.org/W3113039116","https://openalex.org/W3123972088","https://openalex.org/W3127553449","https://openalex.org/W3132876210","https://openalex.org/W3133302527","https://openalex.org/W3152804902","https://openalex.org/W3158036189","https://openalex.org/W3160466700","https://openalex.org/W3170842254","https://openalex.org/W3175536033","https://openalex.org/W3185655035","https://openalex.org/W3193805914","https://openalex.org/W3200389235","https://openalex.org/W3204214744","https://openalex.org/W3206213635","https://openalex.org/W3213257360","https://openalex.org/W3214521831","https://openalex.org/W3215243466","https://openalex.org/W4200302909","https://openalex.org/W4200352772","https://openalex.org/W4206210525","https://openalex.org/W4234354000","https://openalex.org/W4243830291","https://openalex.org/W4245622526","https://openalex.org/W4249844008","https://openalex.org/W4283657062","https://openalex.org/W4385885462","https://openalex.org/W6605295113","https://openalex.org/W6687568838","https://openalex.org/W6749951605","https://openalex.org/W6758947373","https://openalex.org/W6786208689","https://openalex.org/W6797144805","https://openalex.org/W6803487055","https://openalex.org/W6940587233"],"related_works":["https://openalex.org/W2348093825","https://openalex.org/W2390710026","https://openalex.org/W2364425891","https://openalex.org/W2347601812","https://openalex.org/W3022239989","https://openalex.org/W3015205082","https://openalex.org/W1505247071","https://openalex.org/W2364409751","https://openalex.org/W4211040133","https://openalex.org/W2181836431"],"abstract_inverted_index":{"Two":[0],"factors":[1],"are":[2,137,234],"crucial":[3],"for":[4,121,263],"the":[5,41,50,64,82,94,207,244,259,264],"effective":[6,277],"operation":[7],"of":[8,22,38,43,57,206,280],"modern-day":[9],"smart":[10,167],"services:":[11],"Initially,":[12],"IoT-enabled":[13],"technologies":[14],"have":[15,31],"to":[16,32,49,98,101,140,160,191,243],"capture":[17],"and":[18,60,103,166,216,228,241,254,284],"combine":[19],"huge":[20],"amounts":[21],"data":[23,25,30,45,53,58,61,70,95,117,123,126,136,158,164,173,182,190,209,226,238,246,260,282,285],"on":[24,220],"subjects.":[26],"Then,":[27],"all":[28,213],"these":[29,88,135,232],"be":[33,99],"processed":[34],"exhaustively":[35],"by":[36,77,109],"means":[37,86],"techniques":[39],"from":[40],"area":[42],"big":[44,163],"analytics.":[46],"With":[47],"regard":[48],"latter,":[51],"thorough":[52],"refinement":[54,71,159,174,239],"in":[55,81,96,181,278],"terms":[56,279],"cleansing":[59],"transformation":[62,229],"is":[63,268,276],"decisive":[65],"cornerstone.":[66],"Studies":[67],"show":[68],"that":[69,87,176,211,273],"reaches":[72],"its":[73],"full":[74,91],"potential":[75],"only":[76],"involving":[78],"domain":[79,145,179,200,223],"experts":[80,89,180,201,224,249],"process.":[83],"However,":[84],"this":[85,130,148,221],"need":[90],"insight":[92],"into":[93,236],"order":[97],"able":[100],"identify":[102],"resolve":[104],"any":[105,188,194],"issues":[106],"therein,":[107],"e.g.,":[108],"correcting":[110],"or":[111,115,127,193],"removing":[112],"inaccurate,":[113],"incorrect,":[114],"irrelevant":[116],"records.":[118],"In":[119],"particular":[120],"sensitive":[122,189],"(e.g.,":[124],"private":[125],"confidential":[128],"data),":[129],"poses":[131],"a":[132,153,171,203],"problem,":[133],"since":[134],"thereby":[138],"disclosed":[139],"third":[141],"parties":[142],"such":[143],"as":[144],"experts.":[146],"To":[147,197],"end,":[149],"we":[150],"introduce":[151],"SMARTEN,":[152],"sample-based":[154],"approach":[155,275],"towards":[156],"privacy-friendly":[157],"smarten":[161],"up":[162],"analytics":[165],"services.":[168],"SMARTEN":[169],"applies":[170],"revised":[172],"process":[175],"fully":[177],"involves":[178],"pre-processing":[183],"but":[184],"does":[185],"not":[186],"expose":[187],"them":[192],"other":[195],"third-party.":[196],"achieve":[198],"this,":[199],"obtain":[202],"representative":[204],"sample":[205],"entire":[208,245],"set":[210],"meets":[212],"privacy":[214],"policies":[215],"confidentiality":[217],"guidelines.":[218],"Based":[219],"sample,":[222],"define":[225,255],"cleaning":[227],"steps.":[230],"Subsequently,":[231],"steps":[233],"converted":[235],"executable":[237],"rules":[240,257],"applied":[242],"set.":[247],"Domain":[248],"can":[250],"request":[251],"further":[252,256],"samples":[253],"until":[258],"quality":[261,283],"required":[262],"intended":[265],"use":[266],"case":[267],"reached.":[269],"Evaluation":[270],"results":[271],"confirm":[272],"our":[274],"both":[281],"privacy.":[286]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2022-08-15T00:00:00"}
