{"id":"https://openalex.org/W7129096060","doi":"https://doi.org/10.1109/tmc.2026.3665505","title":"C-PRISM: A Comprehensive Privacy-Preserving and Behavioral-Incentive Mechanism for Sustainable Mobile Crowdsensing","display_name":"C-PRISM: A Comprehensive Privacy-Preserving and Behavioral-Incentive Mechanism for Sustainable Mobile Crowdsensing","publication_year":2026,"publication_date":"2026-02-16","ids":{"openalex":"https://openalex.org/W7129096060","doi":"https://doi.org/10.1109/tmc.2026.3665505"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2026.3665505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2026.3665505","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","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/A5075669027","display_name":"Bai Jing","orcid":"https://orcid.org/0000-0003-2405-6570"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Bai","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-2405-6570","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073187120","display_name":"Mande Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mande Xie","raw_affiliation_strings":["School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-7152-1327","affiliations":[{"raw_affiliation_string":"School of Information and Electronic Engineering, Zhejiang Gongshang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126104563","display_name":"Houbing Song","orcid":null},"institutions":[{"id":"https://openalex.org/I79272384","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78","country_code":"US","type":"education","lineage":["https://openalex.org/I79272384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Houbing Song","raw_affiliation_strings":["Department of Information Systems, University of Maryland, Baltimore County (UMBC), Baltimore, MD, USA"],"raw_orcid":"https://orcid.org/0000-0003-2631-9223","affiliations":[{"raw_affiliation_string":"Department of Information Systems, University of Maryland, Baltimore County (UMBC), Baltimore, MD, USA","institution_ids":["https://openalex.org/I79272384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110693799","display_name":"Mianxiong Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mianxiong Dong","raw_affiliation_strings":["School of Computer Science and Engineering, Muroran Institute of Technology, Muroran, Hokkaido, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2788-3451","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Muroran Institute of Technology, Muroran, Hokkaido, Japan","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126125612","display_name":"Tian Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Wang","raw_affiliation_strings":["Department of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0003-4819-621X","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Future Networks, Beijing Normal University, Zhuhai, Guangdong, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126159113","display_name":"Anfeng Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anfeng Liu","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-5190-4761","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.146569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"7","first_page":"10619","last_page":"10635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9916999936103821,"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"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9916999936103821,"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":0.0010000000474974513,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/incentive","display_name":"Incentive","score":0.7565000057220459},{"id":"https://openalex.org/keywords/crowdsensing","display_name":"Crowdsensing","score":0.4560999870300293},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.45489999651908875},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.3898000121116638},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.38339999318122864},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.3711000084877014},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.36980000138282776},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.3684000074863434},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.3398999869823456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.840399980545044},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.7565000057220459},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4666999876499176},{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.4560999870300293},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.45489999651908875},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.3898000121116638},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.38339999318122864},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3711000084877014},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.36980000138282776},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.3684000074863434},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.3398999869823456},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.33869999647140503},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.3384999930858612},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.33169999718666077},{"id":"https://openalex.org/C153517567","wikidata":"https://www.wikidata.org/wiki/Q26090","display_name":"Mechanism design","level":2,"score":0.32510000467300415},{"id":"https://openalex.org/C78834623","wikidata":"https://www.wikidata.org/wiki/Q640394","display_name":"Mobile broadband","level":3,"score":0.3237000107765198},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.30979999899864197},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.29660001397132874},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.29159998893737793},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.26820001006126404},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.26260000467300415},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.26260000467300415},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2623000144958496},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2574999928474426},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.2531000077724457}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tmc.2026.3665505","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2026.3665505","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"},{"id":"pmh:doi:10.13016/m29eye-11of","is_oa":false,"landing_page_url":"https://doi.org/10.1109/TMC.2026.3665505.","pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:mdsoar.org:11603/42239","is_oa":false,"landing_page_url":"http://hdl.handle.net/11603/42239","pdf_url":null,"source":{"id":"https://openalex.org/S4306402556","display_name":"Maryland Shared Open Access Repository (USMAI Consortium)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3344346079","display_name":null,"funder_award_id":"U24A20248","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7465859601","display_name":null,"funder_award_id":"U22B2027","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8833767159","display_name":null,"funder_award_id":"62302062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Mobile":[0],"Crowdsensing":[1],"(MCS)":[2],"has":[3],"emerged":[4],"as":[5],"a":[6,118,151],"promising":[7],"paradigm":[8],"for":[9,40,113],"large-scale,":[10],"real-time":[11],"data":[12,54,129,183],"collection":[13,184],"by":[14,30,186,191],"leveraging":[15],"the":[16,75,147],"sensing":[17,128],"capabilities":[18],"of":[19],"widely":[20],"distributed":[21],"mobile":[22],"workers.":[23],"However,":[24],"its":[25],"practical":[26],"adoption":[27],"is":[28],"challenged":[29],"privacy":[31,63],"risks":[32],"and":[33,52,61,88,117,127,133,150,171,193],"unsustainable":[34],"incentive":[35,67,104],"structures":[36],"that":[37,69,96,180],"inadequately":[38],"compensate":[39],"workers'":[41],"inherent":[42],"participation":[43,161],"costs,":[44,72],"leading":[45],"to":[46,123,157],"diminished":[47],"motivation,":[48],"sparse":[49],"task":[50,125],"coverage,":[51],"reduced":[53],"availability.":[55],"Existing":[56],"approaches":[57],"either":[58],"provide":[59],"limited":[60],"utility-degrading":[62],"protection":[64,116],"or":[65],"design":[66],"mechanisms":[68],"incur":[70],"substantial":[71],"even":[73],"under":[74],"Nash":[76],"equilibrium.":[77],"To":[78],"bridge":[79],"this":[80,137],"gap,":[81],"we":[82],"propose":[83],"C-PRISM":[84,107,181],"(Compre":[85],"hensive":[86],"Privacy-preserving":[87],"Behavioral-Incentive":[89],"Sustainable":[90],"crowdsensing":[91],"Mechanism),":[92],"an":[93],"integrated":[94],"framework":[95],"seamlessly":[97],"combines":[98],"privacy-preserving":[99],"techniques":[100],"with":[101],"behavioral":[102,140],"economic":[103,141],"design.":[105],"Specifically,":[106],"employs":[108],"ran":[109],"domized":[110],"matrix":[111],"perturbation":[112],"fine-grained":[114],"location":[115],"two-phase":[119],"proxy":[120],"re-encryption":[121],"protocol":[122],"secure":[124,138],"details":[126],"across":[130],"evaluation,":[131],"recruitment,":[132],"transmission.":[134],"Building":[135],"upon":[136],"foundation,":[139],"incentives":[142],"grounded":[143],"in":[144],"prospect":[145],"theory,":[146],"Aronson":[148],"effect,":[149],"dual":[152],"reference-point":[153],"model":[154],"are":[155],"introduced":[156],"promote":[158],"sustained":[159],"worker":[160,189],"at":[162],"sub-Nash-equilibrium":[163],"costs.":[164],"Rigorous":[165],"theoretical":[166],"analysis":[167],"validates":[168],"C-PRISM's":[169],"security":[170],"individual":[172],"rationality.":[173],"Extensive":[174],"experiments":[175],"on":[176],"real-world":[177],"datasets":[178],"demonstrate":[179],"increases":[182],"efficiency":[185],"7.42%-193.75%,":[187],"improves":[188],"retention":[190],"2.53%-69.78%,":[192],"effectively":[194],"maintains":[195],"overall":[196],"system":[197],"utility.":[198]},"counts_by_year":[],"updated_date":"2026-06-06T06:22:57.294733","created_date":"2026-02-17T00:00:00"}
