{"id":"https://openalex.org/W4252619757","doi":"https://doi.org/10.1109/glocom.2014.7417364","title":"Personalized Privacy-Preserving Data Aggregation for Histogram Estimation","display_name":"Personalized Privacy-Preserving Data Aggregation for Histogram Estimation","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W4252619757","doi":"https://doi.org/10.1109/glocom.2014.7417364"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2014.7417364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2014.7417364","pdf_url":null,"source":{"id":"https://openalex.org/S4363607712","display_name":"2015 IEEE Global Communications Conference (GLOBECOM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100664830","display_name":"Shaowei Wang","orcid":"https://orcid.org/0000-0003-1577-1193"},"institutions":[{"id":"https://openalex.org/I4210125878","display_name":"Suzhou Research Institute","ror":"https://ror.org/03ebk0c60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210125878"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaowei Wang","raw_affiliation_strings":["Suzhou Institute for Advanced Study, USTC, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Suzhou Institute for Advanced Study, USTC, Suzhou, China","institution_ids":["https://openalex.org/I4210125878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019604942","display_name":"Liusheng Huang","orcid":"https://orcid.org/0000-0001-8417-3256"},"institutions":[{"id":"https://openalex.org/I4210125878","display_name":"Suzhou Research Institute","ror":"https://ror.org/03ebk0c60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210125878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liusheng Huang","raw_affiliation_strings":["Suzhou Institute for Advanced Study, USTC, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Suzhou Institute for Advanced Study, USTC, Suzhou, China","institution_ids":["https://openalex.org/I4210125878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101521292","display_name":"Miaomiao Tian","orcid":"https://orcid.org/0000-0002-8195-5823"},"institutions":[{"id":"https://openalex.org/I4210125878","display_name":"Suzhou Research Institute","ror":"https://ror.org/03ebk0c60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210125878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miaomiao Tian","raw_affiliation_strings":["Suzhou Institute for Advanced Study, USTC, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Suzhou Institute for Advanced Study, USTC, Suzhou, China","institution_ids":["https://openalex.org/I4210125878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057246165","display_name":"Wei Yang","orcid":"https://orcid.org/0000-0003-0332-2649"},"institutions":[{"id":"https://openalex.org/I4210125878","display_name":"Suzhou Research Institute","ror":"https://ror.org/03ebk0c60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210125878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Yang","raw_affiliation_strings":["Suzhou Institute for Advanced Study, USTC, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Suzhou Institute for Advanced Study, USTC, Suzhou, China","institution_ids":["https://openalex.org/I4210125878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063184427","display_name":"Hongli Xu","orcid":"https://orcid.org/0000-0003-3831-4577"},"institutions":[{"id":"https://openalex.org/I4210125878","display_name":"Suzhou Research Institute","ror":"https://ror.org/03ebk0c60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210125878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongli Xu","raw_affiliation_strings":["Suzhou Institute for Advanced Study, USTC, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Suzhou Institute for Advanced Study, USTC, Suzhou, China","institution_ids":["https://openalex.org/I4210125878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038308682","display_name":"Hansong Guo","orcid":"https://orcid.org/0000-0002-6418-4684"},"institutions":[{"id":"https://openalex.org/I4210125878","display_name":"Suzhou Research Institute","ror":"https://ror.org/03ebk0c60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210125878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hansong Guo","raw_affiliation_strings":["Suzhou Institute for Advanced Study, USTC, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Suzhou Institute for Advanced Study, USTC, Suzhou, China","institution_ids":["https://openalex.org/I4210125878"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100664830"],"corresponding_institution_ids":["https://openalex.org/I4210125878"],"apc_list":null,"apc_paid":null,"fwci":0.2447,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.60744729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998999834060669,"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":0.9998999834060669,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/news-aggregator","display_name":"News aggregator","score":0.8486581444740295},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.7903932332992554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.780350923538208},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.7326071262359619},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.6918888092041016},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.6015843749046326},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.572127103805542},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.539476752281189},{"id":"https://openalex.org/keywords/publication","display_name":"Publication","score":0.5361495018005371},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4727172255516052},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4372898042201996},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4174973666667938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20212972164154053},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11820942163467407}],"concepts":[{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.8486581444740295},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7903932332992554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.780350923538208},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.7326071262359619},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.6918888092041016},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.6015843749046326},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.572127103805542},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.539476752281189},{"id":"https://openalex.org/C41458344","wikidata":"https://www.wikidata.org/wiki/Q732577","display_name":"Publication","level":2,"score":0.5361495018005371},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4727172255516052},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4372898042201996},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4174973666667938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20212972164154053},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11820942163467407},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/glocom.2014.7417364","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2014.7417364","pdf_url":null,"source":{"id":"https://openalex.org/S4363607712","display_name":"2015 IEEE Global Communications Conference (GLOBECOM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1493407996","https://openalex.org/W1952161176","https://openalex.org/W1981029888","https://openalex.org/W2004915866","https://openalex.org/W2013823004","https://openalex.org/W2015816687","https://openalex.org/W2045252391","https://openalex.org/W2061863227","https://openalex.org/W2067017093","https://openalex.org/W2113792377","https://openalex.org/W2123845384","https://openalex.org/W2140596092","https://openalex.org/W2153751777","https://openalex.org/W2245160765","https://openalex.org/W3123166123","https://openalex.org/W6651608069","https://openalex.org/W6758947373"],"related_works":["https://openalex.org/W3081764646","https://openalex.org/W4287668808","https://openalex.org/W1592978631","https://openalex.org/W4255106211","https://openalex.org/W2766329713","https://openalex.org/W2120644424","https://openalex.org/W2290626493","https://openalex.org/W4304208041","https://openalex.org/W4315488958","https://openalex.org/W3176515490"],"abstract_inverted_index":{"Histogram":[0],"estimation":[1,122],"is":[2],"one":[3],"of":[4,30,37,42],"the":[5,43,112,121],"fundamental":[6],"tasks":[7],"in":[8],"crowdsourcing":[9],"data":[10,14,31,48,70],"aggregation.":[11],"Since":[12],"contributing":[13],"reveal":[15],"more":[16,84],"or":[17,83],"less":[18],"information":[19,97],"about":[20],"individuals'":[21],"identifications":[22],"and":[23],"activities,":[24],"participants":[25,66,103],"need":[26],"to":[27,33,104,118],"preserve":[28],"privacy":[29,38,52,89,93,107,126],"according":[32],"their":[34,69,106],"own":[35],"levels":[36,90,108,127],"concern.":[39],"However,":[40],"most":[41],"existing":[44],"work":[45],"only":[46],"aggregates":[47],"with":[49],"an":[50,59],"identical":[51],"level.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57],"propose":[58],"aggregation":[60],"scheme":[61,101],"for":[62,98],"histogram":[63],"estimation,":[64],"wherein":[65],"can":[67],"publish":[68],"at":[71],"personalized":[72,92],"differential-privacy":[73],"levels.":[74],"The":[75],"aggregator":[76],"also":[77,115],"benefits":[78],"from":[79,111],"potential":[80],"wider":[81],"engagement":[82],"honest":[85],"data.":[86],"Specially,":[87],"since":[88],"under":[91,124],"policy":[94],"are":[95],"sensitive":[96],"participants,":[99],"our":[100],"permits":[102],"keep":[105],"secret":[109],"even":[110],"aggregator.":[113],"We":[114],"show":[116],"how":[117],"further":[119],"optimize":[120],"accuracy":[123],"given":[125],"by":[128],"choosing":[129],"specific":[130],"randomization":[131],"strategies.":[132]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}