{"id":"https://openalex.org/W2626533970","doi":"https://doi.org/10.1109/access.2017.2706947","title":"Privacy-Preserving Data Mining: Methods, Metrics, and Applications","display_name":"Privacy-Preserving Data Mining: Methods, Metrics, and Applications","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2626533970","doi":"https://doi.org/10.1109/access.2017.2706947","mag":"2626533970"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2706947","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2706947","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2017.2706947","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072828735","display_name":"Ricardo Mendes","orcid":"https://orcid.org/0000-0003-2077-7223"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ricardo Mendes","raw_affiliation_strings":["CISUC, University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-2077-7223","affiliations":[{"raw_affiliation_string":"CISUC, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074435675","display_name":"Jo\u00e3o P. Vilela","orcid":"https://orcid.org/0000-0001-5805-1351"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao P. Vilela","raw_affiliation_strings":["CISUC, University of Coimbra, Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISUC, University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76903346"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":24.8499,"has_fulltext":false,"cited_by_count":294,"citation_normalized_percentile":{"value":0.99623209,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"5","issue":null,"first_page":"10562","last_page":"10582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.7941763401031494},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5959851741790771},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5629488229751587},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44874072074890137},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.44449105858802795},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.4335167407989502},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41607820987701416},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2492278516292572},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12206840515136719}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7941763401031494},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5959851741790771},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5629488229751587},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44874072074890137},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44449105858802795},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.4335167407989502},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41607820987701416},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2492278516292572},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12206840515136719},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2017.2706947","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2706947","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:235fdb179ba74926a5b1e3d14c3d2fcb","is_oa":true,"landing_page_url":"https://doaj.org/article/235fdb179ba74926a5b1e3d14c3d2fcb","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":"IEEE Access, Vol 5, Pp 10562-10582 (2017)","raw_type":"article"},{"id":"pmh:oai:estudogeral.sib.uc.pt:10316/102068","is_oa":true,"landing_page_url":"http://hdl.handle.net/10316/102068","pdf_url":null,"source":{"id":"https://openalex.org/S4306401208","display_name":"Estudo Geral (Universidade de Coimbra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802025818","host_organization_name":"Hospitais da Universidade de Coimbra","host_organization_lineage":["https://openalex.org/I2802025818"],"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"},{"id":"pmh:oai:estudogeral.uc.pt:10316/102068","is_oa":true,"landing_page_url":"https://hdl.handle.net/10316/102068","pdf_url":null,"source":{"id":"https://openalex.org/S7407055320","display_name":"Estudo Geral","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2706947","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2706947","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":164,"referenced_works":["https://openalex.org/W56293434","https://openalex.org/W104209573","https://openalex.org/W150223756","https://openalex.org/W182697965","https://openalex.org/W184146824","https://openalex.org/W655626130","https://openalex.org/W845171161","https://openalex.org/W1495751025","https://openalex.org/W1498290244","https://openalex.org/W1530215515","https://openalex.org/W1543354430","https://openalex.org/W1616788770","https://openalex.org/W1762781255","https://openalex.org/W1846130260","https://openalex.org/W1871114411","https://openalex.org/W1971472627","https://openalex.org/W1973079148","https://openalex.org/W1977843657","https://openalex.org/W1979005794","https://openalex.org/W1980683432","https://openalex.org/W1982146060","https://openalex.org/W1987521207","https://openalex.org/W1987667503","https://openalex.org/W1989433363","https://openalex.org/W1996775899","https://openalex.org/W1999602050","https://openalex.org/W2002352982","https://openalex.org/W2002576864","https://openalex.org/W2009086942","https://openalex.org/W2009331946","https://openalex.org/W2010861517","https://openalex.org/W2019735187","https://openalex.org/W2027145322","https://openalex.org/W2027595342","https://openalex.org/W2033811191","https://openalex.org/W2034753107","https://openalex.org/W2038942569","https://openalex.org/W2040228409","https://openalex.org/W2041341729","https://openalex.org/W2045487373","https://openalex.org/W2054274648","https://openalex.org/W2054701320","https://openalex.org/W2055121238","https://openalex.org/W2066892690","https://openalex.org/W2068697370","https://openalex.org/W2068849277","https://openalex.org/W2080453063","https://openalex.org/W2080844952","https://openalex.org/W2083680779","https://openalex.org/W2085801087","https://openalex.org/W2088550368","https://openalex.org/W2088961263","https://openalex.org/W2091159589","https://openalex.org/W2093099348","https://openalex.org/W2093227193","https://openalex.org/W2100707674","https://openalex.org/W2104208424","https://openalex.org/W2104983592","https://openalex.org/W2105564121","https://openalex.org/W2107927452","https://openalex.org/W2107951442","https://openalex.org/W2108805307","https://openalex.org/W2110526464","https://openalex.org/W2111272198","https://openalex.org/W2112022568","https://openalex.org/W2113427031","https://openalex.org/W2115240023","https://openalex.org/W2116025923","https://openalex.org/W2116241118","https://openalex.org/W2116347193","https://openalex.org/W2119067110","https://openalex.org/W2120582309","https://openalex.org/W2122265331","https://openalex.org/W2123209413","https://openalex.org/W2123453946","https://openalex.org/W2127414816","https://openalex.org/W2127555295","https://openalex.org/W2128906841","https://openalex.org/W2130363709","https://openalex.org/W2133507042","https://openalex.org/W2134167315","https://openalex.org/W2135239779","https://openalex.org/W2136114025","https://openalex.org/W2139257570","https://openalex.org/W2140190241","https://openalex.org/W2142406320","https://openalex.org/W2143087446","https://openalex.org/W2144981456","https://openalex.org/W2145341289","https://openalex.org/W2145747124","https://openalex.org/W2147399379","https://openalex.org/W2150447982","https://openalex.org/W2152905216","https://openalex.org/W2154039260","https://openalex.org/W2157855380","https://openalex.org/W2159024459","https://openalex.org/W2159675343","https://openalex.org/W2160553465","https://openalex.org/W2161229593","https://openalex.org/W2163598528","https://openalex.org/W2164341199","https://openalex.org/W2164649498","https://openalex.org/W2165111576","https://openalex.org/W2166658587","https://openalex.org/W2168247528","https://openalex.org/W2168635375","https://openalex.org/W2170166043","https://openalex.org/W2179547080","https://openalex.org/W2230048354","https://openalex.org/W2263689172","https://openalex.org/W2267666116","https://openalex.org/W2268024375","https://openalex.org/W2275530856","https://openalex.org/W2294409705","https://openalex.org/W2319216146","https://openalex.org/W2323600283","https://openalex.org/W2324113909","https://openalex.org/W2342783452","https://openalex.org/W2348008205","https://openalex.org/W2417915283","https://openalex.org/W2435526987","https://openalex.org/W2462045069","https://openalex.org/W2479909964","https://openalex.org/W2514052837","https://openalex.org/W2535690855","https://openalex.org/W2550676165","https://openalex.org/W2558212438","https://openalex.org/W2559990504","https://openalex.org/W2564430719","https://openalex.org/W2606743544","https://openalex.org/W2679684481","https://openalex.org/W2886223758","https://openalex.org/W2911978475","https://openalex.org/W2962835266","https://openalex.org/W4205228770","https://openalex.org/W4231540666","https://openalex.org/W4244030505","https://openalex.org/W4255390010","https://openalex.org/W4294390153","https://openalex.org/W4302161581","https://openalex.org/W4312881814","https://openalex.org/W4400748447","https://openalex.org/W6602294163","https://openalex.org/W6606067566","https://openalex.org/W6628754589","https://openalex.org/W6638659645","https://openalex.org/W6639200140","https://openalex.org/W6645909193","https://openalex.org/W6660387348","https://openalex.org/W6675627833","https://openalex.org/W6675831477","https://openalex.org/W6676454710","https://openalex.org/W6680066953","https://openalex.org/W6680587799","https://openalex.org/W6680949620","https://openalex.org/W6682625450","https://openalex.org/W6684327724","https://openalex.org/W6684847304","https://openalex.org/W6693193963","https://openalex.org/W6694821995","https://openalex.org/W6730709741","https://openalex.org/W6736715164","https://openalex.org/W6753995509","https://openalex.org/W7074197310"],"related_works":["https://openalex.org/W2938786841","https://openalex.org/W2982120024","https://openalex.org/W2059761707","https://openalex.org/W2083944649","https://openalex.org/W4309503015","https://openalex.org/W2596305496","https://openalex.org/W1548444773","https://openalex.org/W58529046","https://openalex.org/W2577220285","https://openalex.org/W2220417288"],"abstract_inverted_index":{"The":[0,16],"collection":[1],"and":[2,24,37,77,85,99],"analysis":[3,17],"of":[4,13,18,39,89],"data":[5,42,62],"are":[6,58,104],"continuously":[7],"growing":[8],"due":[9],"to":[10,27,81],"the":[11,28,50,69,75,78,96],"pervasiveness":[12],"computing":[14],"devices.":[15],"such":[19,83],"information":[20],"is":[21],"fostering":[22],"businesses":[23],"contributing":[25],"beneficially":[26],"society":[29],"in":[30,92,102],"many":[31],"different":[32],"fields.":[33,94],"However,":[34],"this":[35],"storage":[36],"flow":[38],"possibly":[40],"sensitive":[41],"poses":[43],"serious":[44],"privacy":[45],"concerns.":[46],"Methods":[47],"that":[48],"allow":[49],"knowledge":[51],"extraction":[52],"from":[53,74],"data,":[54],"while":[55],"preserving":[56],"privacy,":[57],"known":[59],"as":[60],"privacy-preserving":[61],"mining":[63],"(PPDM)":[64],"techniques.":[65],"This":[66],"paper":[67],"surveys":[68],"most":[70],"relevant":[71,93],"PPDM":[72,90,103],"techniques":[73,84],"literature":[76],"metrics":[79],"used":[80],"evaluate":[82],"presents":[86],"typical":[87],"applications":[88],"methods":[91],"Furthermore,":[95],"current":[97],"challenges":[98],"open":[100],"issues":[101],"discussed.":[105]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":34},{"year":2022,"cited_by_count":57},{"year":2021,"cited_by_count":40},{"year":2020,"cited_by_count":37},{"year":2019,"cited_by_count":50},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}