{"id":"https://openalex.org/W2517317079","doi":"https://doi.org/10.1145/2970398.2970417","title":"A Utility Maximization Framework for Privacy Preservation of User Generated Content","display_name":"A Utility Maximization Framework for Privacy Preservation of User Generated Content","publication_year":2016,"publication_date":"2016-09-09","ids":{"openalex":"https://openalex.org/W2517317079","doi":"https://doi.org/10.1145/2970398.2970417","mag":"2517317079"},"language":"en","primary_location":{"id":"doi:10.1145/2970398.2970417","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2970398.2970417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval","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/A5101972978","display_name":"Yi Fang","orcid":"https://orcid.org/0000-0001-6572-4315"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yi Fang","raw_affiliation_strings":["Santa Clara University, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Santa Clara University, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I16269868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038212618","display_name":"Archana Godavarthy","orcid":null},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Archana Godavarthy","raw_affiliation_strings":["Santa Clara University, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Santa Clara University, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I16269868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060287641","display_name":"Haibing Lu","orcid":"https://orcid.org/0000-0003-0266-6191"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haibing Lu","raw_affiliation_strings":["Santa Clara University, Santa Clara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Santa Clara University, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I16269868"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101972978"],"corresponding_institution_ids":["https://openalex.org/I16269868"],"apc_list":null,"apc_paid":null,"fwci":1.2854,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8703859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"281","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9990000128746033,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9916999936103821,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7318572998046875},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5917624235153198},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.5631170868873596},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.5577951669692993},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5481099486351013},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5427563190460205},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.512715220451355},{"id":"https://openalex.org/keywords/private-life","display_name":"Private life","score":0.4519391655921936},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4518999755382538},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.43321582674980164},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3443138003349304},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32370132207870483},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07933935523033142},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07482919096946716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7318572998046875},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5917624235153198},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.5631170868873596},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.5577951669692993},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5481099486351013},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5427563190460205},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.512715220451355},{"id":"https://openalex.org/C2992203245","wikidata":"https://www.wikidata.org/wiki/Q56886387","display_name":"Private life","level":3,"score":0.4519391655921936},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4518999755382538},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.43321582674980164},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3443138003349304},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32370132207870483},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07933935523033142},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07482919096946716},{"id":"https://openalex.org/C169437150","wikidata":"https://www.wikidata.org/wiki/Q8458","display_name":"Human rights","level":2,"score":0.0},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2970398.2970417","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2970398.2970417","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 ACM International Conference on the Theory of Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W19235523","https://openalex.org/W145956381","https://openalex.org/W179368776","https://openalex.org/W1262131959","https://openalex.org/W1532325895","https://openalex.org/W1543116020","https://openalex.org/W1574887592","https://openalex.org/W1591762445","https://openalex.org/W1863391973","https://openalex.org/W1965063866","https://openalex.org/W1969457446","https://openalex.org/W2004695997","https://openalex.org/W2006022520","https://openalex.org/W2015620729","https://openalex.org/W2032695641","https://openalex.org/W2064202917","https://openalex.org/W2066862335","https://openalex.org/W2096765155","https://openalex.org/W2101084808","https://openalex.org/W2101234009","https://openalex.org/W2103528122","https://openalex.org/W2113273510","https://openalex.org/W2124090777","https://openalex.org/W2142406320","https://openalex.org/W2150259457","https://openalex.org/W2159024459","https://openalex.org/W2205817521","https://openalex.org/W2244344401","https://openalex.org/W2268675571","https://openalex.org/W2296309483","https://openalex.org/W2460680144","https://openalex.org/W2911978475","https://openalex.org/W2949547296","https://openalex.org/W4213009331","https://openalex.org/W4230961675","https://openalex.org/W4254125364"],"related_works":["https://openalex.org/W2772709740","https://openalex.org/W92751545","https://openalex.org/W4295709008","https://openalex.org/W3183611733","https://openalex.org/W2901542937","https://openalex.org/W4390017791","https://openalex.org/W1574459091","https://openalex.org/W4297949438","https://openalex.org/W2953354721","https://openalex.org/W2293355699"],"abstract_inverted_index":{"The":[0,73],"prodigious":[1],"amount":[2],"of":[3,19,45,77,111,113],"user-generated":[4,51,124],"content":[5,52],"continues":[6],"to":[7,32],"grow":[8],"at":[9],"an":[10],"enormous":[11],"rate.":[12],"While":[13],"it":[14,27],"greatly":[15],"facilitates":[16],"the":[17,42,78,86,92,96],"flow":[18],"information":[20],"and":[21,25,70,98],"ideas":[22],"among":[23],"people":[24],"communities,":[26],"may":[28],"pose":[29],"great":[30,120],"threat":[31],"our":[33],"individual":[34],"privacy.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39,59,102],"demonstrate":[40],"that":[41,104],"private":[43,62,79],"traits":[44,80],"individuals":[46],"can":[47,81],"be":[48,82],"inferred":[49],"from":[50,85],"by":[53,95],"using":[54],"text":[55,105],"classification":[56,106],"techniques.":[57],"Specifically,":[58],"study":[60],"three":[61],"attributes":[63],"on":[64,91,123],"Twitter":[65,87],"users:":[66],"religion,":[67],"political":[68],"leaning,":[69],"marital":[71],"status.":[72],"ground":[74],"truth":[75],"labels":[76],"readily":[83],"collected":[84],"bio":[88],"field.":[89],"Based":[90],"tweets":[93],"posted":[94],"users":[97],"their":[99],"corresponding":[100],"bios,":[101],"show":[103],"yields":[107],"a":[108,119],"high":[109],"accuracy":[110],"identification":[112],"these":[114],"personal":[115],"attributes,":[116],"which":[117],"poses":[118],"privacy":[121],"risk":[122],"content.":[125]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
