{"id":"https://openalex.org/W3210532456","doi":"https://doi.org/10.1108/ajim-05-2021-0144","title":"View analysis of personal information leakage and privacy protection in big data era\u2014based on Q method","display_name":"View analysis of personal information leakage and privacy protection in big data era\u2014based on Q method","publication_year":2021,"publication_date":"2021-10-30","ids":{"openalex":"https://openalex.org/W3210532456","doi":"https://doi.org/10.1108/ajim-05-2021-0144","mag":"3210532456"},"language":"en","primary_location":{"id":"doi:10.1108/ajim-05-2021-0144","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-05-2021-0144","pdf_url":null,"source":{"id":"https://openalex.org/S4210189668","display_name":"Aslib Journal of Information Management","issn_l":"0001-253X","issn":["0001-253X","1758-3748","2050-3806","2050-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aslib Journal of Information Management","raw_type":"journal-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/A5100727472","display_name":"Lei Huang","orcid":"https://orcid.org/0000-0003-2458-5149"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lei Huang","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-2458-5149","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103174292","display_name":"Jingyi Zhou","orcid":"https://orcid.org/0000-0003-1167-3983"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyi Zhou","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1167-3983","affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023725018","display_name":"Jiecong Lin","orcid":"https://orcid.org/0000-0003-3347-837X"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jiecong Lin","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-3347-837X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108714266","display_name":"Shengli Deng","orcid":"https://orcid.org/0000-0001-7489-4439"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengli Deng","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-7489-4439","affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.147,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.94220903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"74","issue":"5","first_page":"901","last_page":"927"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9987000226974487,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.958299994468689,"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/T10734","display_name":"Information and Cyber Security","score":0.9302999973297119,"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/personally-identifiable-information","display_name":"Personally identifiable information","score":0.7295483350753784},{"id":"https://openalex.org/keywords/viewpoints","display_name":"Viewpoints","score":0.7266008853912354},{"id":"https://openalex.org/keywords/information-leakage","display_name":"Information leakage","score":0.6550216674804688},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.632481038570404},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5936274528503418},{"id":"https://openalex.org/keywords/affordance","display_name":"Affordance","score":0.5623893737792969},{"id":"https://openalex.org/keywords/privacy-policy","display_name":"Privacy policy","score":0.5005924701690674},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4658210277557373},{"id":"https://openalex.org/keywords/data-protection-act-1998","display_name":"Data Protection Act 1998","score":0.46037986874580383},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4590725898742676},{"id":"https://openalex.org/keywords/leakage","display_name":"Leakage (economics)","score":0.4495141804218292},{"id":"https://openalex.org/keywords/personal-information-management","display_name":"Personal information management","score":0.44427937269210815},{"id":"https://openalex.org/keywords/information-protection-policy","display_name":"Information protection policy","score":0.428561270236969},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.42506536841392517},{"id":"https://openalex.org/keywords/privacy-by-design","display_name":"Privacy by Design","score":0.42192116379737854},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36231058835983276},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.311746209859848},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31162261962890625},{"id":"https://openalex.org/keywords/management-information-systems","display_name":"Management information systems","score":0.2423381507396698},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16201770305633545},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.15488415956497192},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.10897716879844666}],"concepts":[{"id":"https://openalex.org/C169093310","wikidata":"https://www.wikidata.org/wiki/Q3702971","display_name":"Personally identifiable information","level":2,"score":0.7295483350753784},{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.7266008853912354},{"id":"https://openalex.org/C2779201187","wikidata":"https://www.wikidata.org/wiki/Q2775060","display_name":"Information leakage","level":2,"score":0.6550216674804688},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.632481038570404},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5936274528503418},{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.5623893737792969},{"id":"https://openalex.org/C102938260","wikidata":"https://www.wikidata.org/wiki/Q1999831","display_name":"Privacy policy","level":3,"score":0.5005924701690674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4658210277557373},{"id":"https://openalex.org/C69360830","wikidata":"https://www.wikidata.org/wiki/Q1172237","display_name":"Data Protection Act 1998","level":2,"score":0.46037986874580383},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4590725898742676},{"id":"https://openalex.org/C2777042071","wikidata":"https://www.wikidata.org/wiki/Q6509304","display_name":"Leakage (economics)","level":2,"score":0.4495141804218292},{"id":"https://openalex.org/C194695470","wikidata":"https://www.wikidata.org/wiki/Q1081067","display_name":"Personal information management","level":4,"score":0.44427937269210815},{"id":"https://openalex.org/C168297262","wikidata":"https://www.wikidata.org/wiki/Q6031182","display_name":"Information protection policy","level":2,"score":0.428561270236969},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.42506536841392517},{"id":"https://openalex.org/C193934123","wikidata":"https://www.wikidata.org/wiki/Q7246028","display_name":"Privacy by Design","level":3,"score":0.42192116379737854},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36231058835983276},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.311746209859848},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31162261962890625},{"id":"https://openalex.org/C29848774","wikidata":"https://www.wikidata.org/wiki/Q61905","display_name":"Management information systems","level":3,"score":0.2423381507396698},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16201770305633545},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.15488415956497192},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.10897716879844666},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ajim-05-2021-0144","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ajim-05-2021-0144","pdf_url":null,"source":{"id":"https://openalex.org/S4210189668","display_name":"Aslib Journal of Information Management","issn_l":"0001-253X","issn":["0001-253X","1758-3748","2050-3806","2050-3814"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Aslib Journal of Information Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W220736706","https://openalex.org/W1621048243","https://openalex.org/W1844628735","https://openalex.org/W1880262756","https://openalex.org/W1960514552","https://openalex.org/W1974983646","https://openalex.org/W1982237168","https://openalex.org/W1991246983","https://openalex.org/W2002631807","https://openalex.org/W2021149928","https://openalex.org/W2023087830","https://openalex.org/W2046435680","https://openalex.org/W2051957825","https://openalex.org/W2060732237","https://openalex.org/W2096178490","https://openalex.org/W2100727725","https://openalex.org/W2103093506","https://openalex.org/W2107710541","https://openalex.org/W2115615601","https://openalex.org/W2132186017","https://openalex.org/W2148673350","https://openalex.org/W2155864340","https://openalex.org/W2164837021","https://openalex.org/W2255150641","https://openalex.org/W2279779665","https://openalex.org/W2281556161","https://openalex.org/W2295778847","https://openalex.org/W2300752821","https://openalex.org/W2416995857","https://openalex.org/W2476571672","https://openalex.org/W2533833521","https://openalex.org/W2542523949","https://openalex.org/W2566795186","https://openalex.org/W2569859456","https://openalex.org/W2602050702","https://openalex.org/W2754397897","https://openalex.org/W2768249236","https://openalex.org/W2789398563","https://openalex.org/W2797167281","https://openalex.org/W2800944520","https://openalex.org/W2808119297","https://openalex.org/W2883201527","https://openalex.org/W2886051310","https://openalex.org/W2886130191","https://openalex.org/W2886248050","https://openalex.org/W2902626392","https://openalex.org/W2937828160","https://openalex.org/W2953838074","https://openalex.org/W2954118786","https://openalex.org/W2969569141","https://openalex.org/W2972559601","https://openalex.org/W2973726786","https://openalex.org/W2977445462","https://openalex.org/W2986931944","https://openalex.org/W2996451497","https://openalex.org/W3004682161","https://openalex.org/W3023158810","https://openalex.org/W3025510347","https://openalex.org/W3028017634","https://openalex.org/W3036718788","https://openalex.org/W3060697666"],"related_works":["https://openalex.org/W4288075818","https://openalex.org/W189451467","https://openalex.org/W317272953","https://openalex.org/W2108730513","https://openalex.org/W3148806143","https://openalex.org/W2371258175","https://openalex.org/W193795775","https://openalex.org/W4312048544","https://openalex.org/W4300773082","https://openalex.org/W4389101630"],"abstract_inverted_index":{"Purpose":[0],"In":[1,103],"the":[2,19,27,51,71,127,144,147,152,167,203,206,209,212,219,259,263,268,272,277,286,291,295,301,309,319,325],"era":[3],"of":[4,21,54,101,110,146,173,184,191,198,202,205,211,214,240,252,258,279,294,321],"big":[5,31,245],"data,":[6],"people":[7],"are":[8,44,226],"more":[9],"likely":[10],"to":[11,14,62,69,105,125,162,228,270,275],"pay":[12],"attention":[13],"privacy":[15,42,78,199,284],"protection":[16,43,79],"with":[17],"facing":[18],"risk":[20,188],"personal":[22,38,55,180,232,242,280,305],"information":[23,39,56,75,122,181,192,215,243,264,281,306],"leakage":[24,40,76,193,265,282],"while":[25,234],"enjoying":[26],"convenience":[28],"brought":[29],"by":[30],"data":[32,246],"technology.":[33],"Furthermore,":[34],"people\u2019s":[35],"views":[36,278],"on":[37,262],"and":[41,77,80,120,136,179,189,194,196,238,283],"varied,":[45],"playing":[46],"an":[47,256],"important":[48],"role":[49],"in":[50,315,324],"legal":[52],"process":[53],"protection.":[57,200,307],"Therefore,":[58],"this":[59,113,253,316],"paper":[60,317],"aims":[61,156],"propose":[63],"a":[64,92,107],"semi-qualitative":[65,93],"method":[66,90,119,154,274,297,314],"based":[67],"framework":[68],"reveal":[70],"subjective":[72,159,260],"patterns":[73,161,261],"about":[74],"further":[81],"provide":[82,255],"practical":[83],"implications":[84],"for":[85,98,157,244,304],"interested":[86,220],"party.":[87],"Design/methodology/approach":[88],"Q":[89,153,273,296,326],"is":[91,96],"methodology":[94],"which":[95,139,185],"designed":[97],"identifying":[99],"typologies":[100],"perspectives.":[102],"order":[104],"have":[106,169],"comprehensive":[108],"understanding":[109],"users\u2019":[111,164],"viewpoints,":[112],"study":[114,254,276],"incorporates":[115],"LDA":[116,311],"&":[117,312],"TextRank":[118,313],"other":[121],"extraction":[123],"technologies":[124],"capture":[126],"statements":[128,322],"from":[129],"large-scale":[130],"literature,":[131],"app":[132],"reviews,":[133],"typical":[134],"cases":[135],"survey":[137],"interviews,":[138],"could":[140],"be":[141],"regarded":[142],"as":[143],"resource":[145,323],"viewpoints.":[148],"Findings":[149],"By":[150],"adopting":[151],"that":[155,217],"studying":[158],"thought":[160],"identify":[163],"potential":[165],"views,":[166],"authors":[168],"identified":[170],"three":[171],"categories":[172],"stakeholders\u2019":[174],"subjectivities:":[175],"macro-policy":[176],"sensitive,":[177,182],"trade-offs":[178],"each":[183],"perceives":[186],"different":[187],"affordance":[190],"importance":[195],"urgency":[197],"All":[201],"subjectivities":[204],"respondents":[207],"reflect":[208],"awareness":[210],"issue":[213],"leakage,":[216],"is,":[218],"parties":[221],"like":[222],"social":[223],"network":[224],"sites":[225],"unable":[227],"protect":[229],"their":[230],"full":[231],"information,":[233],"reflecting":[235],"varied":[236],"resistance":[237],"susceptibility":[239],"disclosing":[241],"technology":[247],"applications.":[248],"Originality/value":[249],"The":[250],"findings":[251],"overview":[257],"issue.":[266],"Being":[267],"first":[269],"incorporate":[271],"protection,":[285],"research":[287,302],"not":[288],"only":[289],"broadens":[290],"application":[292],"field":[293],"but":[298],"also":[299],"enriches":[300],"methods":[303],"Besides,":[308],"proposed":[310],"alleviates":[318],"limitation":[320],"method.":[327]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}