{"id":"https://openalex.org/W4408716532","doi":"https://doi.org/10.1109/tce.2025.3552784","title":"An Incentive Mechanism Considering Privacy Metric for Personalized Application","display_name":"An Incentive Mechanism Considering Privacy Metric for Personalized Application","publication_year":2025,"publication_date":"2025-03-21","ids":{"openalex":"https://openalex.org/W4408716532","doi":"https://doi.org/10.1109/tce.2025.3552784"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2025.3552784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3552784","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Consumer Electronics","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/A5063799602","display_name":"Yun Xie","orcid":"https://orcid.org/0000-0003-4938-1230"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yun Xie","raw_affiliation_strings":["Jiangsu Province Service Customization Network Application Engineering Research Center, Nanjing Vocational College of Information Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Province Service Customization Network Application Engineering Research Center, Nanjing Vocational College of Information Technology, Nanjing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432613","display_name":"Peng Li","orcid":"https://orcid.org/0000-0001-5026-5347"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Li","raw_affiliation_strings":["School of Computer Science and the Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing University of Posts and Telecommunications, Nanjing, China","School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and the Jiangsu High Technology Research Key Laboratory for Wireless Sensor Networks, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102846084","display_name":"Jindan Zhang","orcid":"https://orcid.org/0000-0002-1499-8460"},"institutions":[{"id":"https://openalex.org/I4210137009","display_name":"Shaanxi Polytechnic Institute","ror":"https://ror.org/03c8jqn92","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210137009"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jindan Zhang","raw_affiliation_strings":["School of Electronic Information, Xianyang Polytechnic Institute, Xianyang, China","Xianyang Polytechnic Institute, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Xianyang Polytechnic Institute, Xianyang, China","institution_ids":["https://openalex.org/I4210137009"]},{"raw_affiliation_string":"Xianyang Polytechnic Institute, China","institution_ids":["https://openalex.org/I4210137009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010362877","display_name":"Razaz Waheeb Attar","orcid":"https://orcid.org/0000-0001-9819-7945"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]},{"id":"https://openalex.org/I4210165529","display_name":"University of Business and Technology","ror":"https://ror.org/05tcr1n44","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210165529"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Razaz Waheeb Attar","raw_affiliation_strings":["Management Department, College of Business Administration, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia","Management Department, College of Business Administration, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Management Department, College of Business Administration, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892","https://openalex.org/I4210165529"]},{"raw_affiliation_string":"Management Department, College of Business Administration, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I106778892","https://openalex.org/I4210165529"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086803967","display_name":"Varsha Arya","orcid":"https://orcid.org/0000-0001-7549-4429"},"institutions":[{"id":"https://openalex.org/I4210148693","display_name":"Metropolitan University","ror":"https://ror.org/04hdrrs71","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210148693"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Varsha Arya","raw_affiliation_strings":["Department of Electronic Engineering and Computer Science, Hong Kong Metropolitan University, Hong Kong, SAR, China","Hong Kong Metropolitan&#x00A0;University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering and Computer Science, Hong Kong Metropolitan University, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I4210148693"]},{"raw_affiliation_string":"Hong Kong Metropolitan&#x00A0;University, Hong Kong, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071261948","display_name":"Brij B. Gupta","orcid":"https://orcid.org/0000-0003-4929-4698"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Brij B. Gupta","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Asia University, Taichung, Taiwan","institution_ids":["https://openalex.org/I143578492"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5063799602"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1162,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86727192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"71","issue":"2","first_page":"5153","last_page":"5164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11437","display_name":"Digital Platforms and Economics","score":0.9563999772071838,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11437","display_name":"Digital Platforms and Economics","score":0.9563999772071838,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9261999726295471,"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/computer-science","display_name":"Computer science","score":0.6046428680419922},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5989097952842712},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.580689013004303},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5164328217506409},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4706931412220001},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4475206732749939},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4079991579055786},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.27461063861846924},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10455131530761719}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6046428680419922},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5989097952842712},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.580689013004303},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5164328217506409},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4706931412220001},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4475206732749939},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4079991579055786},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.27461063861846924},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10455131530761719},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2025.3552784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3552784","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1323003055","display_name":null,"funder_award_id":"RJFW111","funder_id":"https://openalex.org/F4320326182","funder_display_name":"Six Talent Peaks Project in Jiangsu Province"},{"id":"https://openalex.org/G1546623175","display_name":null,"funder_award_id":"61872194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3078441299","display_name":null,"funder_award_id":"61902196","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4757841911","display_name":null,"funder_award_id":"PNURSP2025R343","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G6384120956","display_name":null,"funder_award_id":"24SYC033","funder_id":"https://openalex.org/F4320313574","funder_display_name":"Jiangsu Province Postdoctoral Science Foundation"},{"id":"https://openalex.org/G88198729","display_name":null,"funder_award_id":"61872196","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320313574","display_name":"Jiangsu Province Postdoctoral Science Foundation","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322484","display_name":"Princess Nourah Bint Abdulrahman University","ror":"https://ror.org/05b0cyh02"},{"id":"https://openalex.org/F4320326182","display_name":"Six Talent Peaks Project in Jiangsu Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1555995380","https://openalex.org/W1578630563","https://openalex.org/W1953010162","https://openalex.org/W2027595342","https://openalex.org/W2112796928","https://openalex.org/W2258723440","https://openalex.org/W2461601613","https://openalex.org/W2801194925","https://openalex.org/W2805386297","https://openalex.org/W2920095265","https://openalex.org/W2947829929","https://openalex.org/W2963684920","https://openalex.org/W2972882814","https://openalex.org/W2978422189","https://openalex.org/W3001989995","https://openalex.org/W3012990321","https://openalex.org/W3021573557","https://openalex.org/W3025029677","https://openalex.org/W3036727471","https://openalex.org/W3043715968","https://openalex.org/W3047040053","https://openalex.org/W3094086913","https://openalex.org/W3095611529","https://openalex.org/W3122462552","https://openalex.org/W3127049675","https://openalex.org/W3155189475","https://openalex.org/W3162980503","https://openalex.org/W3216768220","https://openalex.org/W4236158019","https://openalex.org/W4285192135","https://openalex.org/W4285820523","https://openalex.org/W4312610635","https://openalex.org/W4312676152","https://openalex.org/W4313643873","https://openalex.org/W4365131452","https://openalex.org/W4383754164","https://openalex.org/W4387717469","https://openalex.org/W4387870510","https://openalex.org/W4388505127","https://openalex.org/W4389692482","https://openalex.org/W4390904984"],"related_works":["https://openalex.org/W2355932053","https://openalex.org/W2366296021","https://openalex.org/W2382571223","https://openalex.org/W2584827882","https://openalex.org/W3195097297","https://openalex.org/W4225340788","https://openalex.org/W3038106605","https://openalex.org/W2513267613","https://openalex.org/W3049084372","https://openalex.org/W2528109871"],"abstract_inverted_index":{"Edge-based":[0],"federated":[1],"learning":[2,63],"(EFL)":[3],"is":[4,40,43],"a":[5,110],"solution":[6],"for":[7,51,94],"personalized":[8],"applications.":[9],"It":[10,42],"addresses":[11],"the":[12,29,55,81,95,130,141,150,171,182,188,193,198],"limitations":[13,76],"of":[14,54,83,153,184,190,195],"cloud-based":[15],"consumer":[16],"service":[17],"systems,":[18],"such":[19],"as":[20],"data":[21,35],"privacy":[22,38,101,147,156],"and":[23,68,79,133,140,158,167,197],"network":[24],"latency.":[25],"To":[26,104],"further":[27],"enhance":[28],"EFL":[30],"system\u2019s":[31],"ability":[32],"to":[33,45,91,127],"protect":[34],"privacy,":[36],"differential":[37],"(DP)":[39],"introduced.":[41],"crucial":[44],"motivate":[46],"high-quality":[47],"collaboration":[48,163],"among":[49],"participants":[50,154],"optimal":[52],"performance":[53,194],"DP-EFL":[56],"system.":[57],"Researchers":[58],"primarily":[59],"focus":[60],"on":[61,116,160,192],"efficient":[62],"algorithms,":[64],"optimized":[65],"resource":[66,84],"scheduling,":[67],"user-oriented":[69],"incentive":[70,202],"mechanisms.":[71,103,203],"Existing":[72],"research":[73],"exhibits":[74],"notable":[75],"in":[77],"modeling":[78],"analyzing":[80],"heterogeneity":[82],"costs":[85,97,148,152],"(e.g.,":[86],"communication":[87],"costs),":[88],"particularly":[89],"failing":[90],"comprehensively":[92],"account":[93],"additional":[96],"imposed":[98],"by":[99,175],"participants\u2019":[100],"protection":[102],"address":[105],"this":[106],"gap,":[107],"we":[108],"propose":[109],"novel":[111],"market":[112],"transaction":[113],"model":[114],"based":[115,159],"Stackelberg":[117,172],"game":[118,173],"theory.":[119],"This":[120],"framework":[121],"integrates":[122],"incentive-driven":[123],"reward":[124],"allocation":[125],"mechanisms":[126],"rigorously":[128],"investigate":[129],"collaborative":[131],"behaviors":[132],"strategic":[134],"interactions":[135],"between":[136,165],"edge":[137],"nodes":[138],"(ENs)":[139],"cloud":[142],"server":[143],"(CS).":[144],"We":[145],"incorporate":[146],"into":[149],"multidimensional":[151],"with":[155],"metric,":[157],"this,":[161],"derived":[162],"strategies":[164,191],"ENs":[166],"CS,":[168],"thus":[169],"solving":[170],"problem":[174],"theoretical":[176],"analysis.":[177],"Furthermore,":[178],"numerical":[179],"experiments":[180],"validated":[181],"rationality":[183],"our":[185],"proposed":[186],"model,":[187],"impact":[189],"collaborators,":[196],"advantages":[199],"over":[200],"other":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
