{"id":"https://openalex.org/W7114772769","doi":"https://doi.org/10.1109/tsc.2025.3643482","title":"DQO-P5PI: A Preservation DRIBL Privacy and Data Quality Scheme Using Fuzzy Sets for MCS Service System","display_name":"DQO-P5PI: A Preservation DRIBL Privacy and Data Quality Scheme Using Fuzzy Sets for MCS Service System","publication_year":2025,"publication_date":"2025-12-11","ids":{"openalex":"https://openalex.org/W7114772769","doi":"https://doi.org/10.1109/tsc.2025.3643482"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2025.3643482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2025.3643482","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services 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":null,"display_name":"Yubao Deng","orcid":"https://orcid.org/0000-0003-1155-2997"},"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":true,"raw_author_name":"Yubao Deng","raw_affiliation_strings":["School of Electronic Information, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mande Xie","orcid":"https://orcid.org/0000-0002-7152-1327"},"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 Computer Science and Information Engineering, Zhejiang Gongshang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Houbing Herbert Song","orcid":"https://orcid.org/0000-0003-2631-9223"},"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 Herbert Song","raw_affiliation_strings":["Department of Information Systems, University of Maryland, Baltimore County (UMBC), Baltimore, MD, USA"],"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":null,"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 Electronic Information, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yuxin Liu","orcid":"https://orcid.org/0009-0006-6583-6660"},"institutions":[{"id":"https://openalex.org/I198357462","display_name":"Changsha University","ror":"https://ror.org/011d8sm39","country_code":"CN","type":"education","lineage":["https://openalex.org/I198357462"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Liu","raw_affiliation_strings":["College of Computer Science and Engineering, Changsha University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Changsha University, Changsha, China","institution_ids":["https://openalex.org/I198357462"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.6788825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"1","first_page":"267","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9976000189781189,"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":0.9976000189781189,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.7807999849319458},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.6970999836921692},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.5453000068664551},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4878000020980835},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.48570001125335693},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4375999867916107},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.414000004529953},{"id":"https://openalex.org/keywords/information-sensitivity","display_name":"Information sensitivity","score":0.41370001435279846},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.38749998807907104},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.3714999854564667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8601999878883362},{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.7807999849319458},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.6970999836921692},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.5453000068664551},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4878000020980835},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.48570001125335693},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48019999265670776},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.44760000705718994},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4375999867916107},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.414000004529953},{"id":"https://openalex.org/C137822555","wikidata":"https://www.wikidata.org/wiki/Q2587068","display_name":"Information sensitivity","level":2,"score":0.41370001435279846},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.38749998807907104},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.3714999854564667},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.3646000027656555},{"id":"https://openalex.org/C2781218421","wikidata":"https://www.wikidata.org/wiki/Q2892532","display_name":"Reputation system","level":3,"score":0.35749998688697815},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.34779998660087585},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.3402999937534332},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.3077000081539154},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.3061999976634979},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C193934123","wikidata":"https://www.wikidata.org/wiki/Q7246028","display_name":"Privacy by Design","level":3,"score":0.29840001463890076},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.2912999987602234},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.28690001368522644},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C2385561","wikidata":"https://www.wikidata.org/wiki/Q45432","display_name":"RSS","level":2,"score":0.2840000092983246},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2793000042438507},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.27730000019073486},{"id":"https://openalex.org/C45983554","wikidata":"https://www.wikidata.org/wiki/Q3412851","display_name":"Information quality","level":3,"score":0.26350000500679016},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.25769999623298645},{"id":"https://openalex.org/C2776021475","wikidata":"https://www.wikidata.org/wiki/Q61002","display_name":"Pseudonym","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.25279998779296875},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.25110000371932983}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsc.2025.3643482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2025.3643482","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"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 Services Computing","raw_type":"journal-article"},{"id":"pmh:doi:10.13016/m2ebai-6ywg","is_oa":false,"landing_page_url":"https://doi.org/10.1109/TSC.2025.3643482.","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2500620259","display_name":null,"funder_award_id":"62402067","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1583075929","https://openalex.org/W1970574674","https://openalex.org/W1996573126","https://openalex.org/W2062542688","https://openalex.org/W2079204536","https://openalex.org/W2108834246","https://openalex.org/W2127347346","https://openalex.org/W2144169341","https://openalex.org/W2796856437","https://openalex.org/W3098424710","https://openalex.org/W3126717083","https://openalex.org/W3129648592","https://openalex.org/W3132653113","https://openalex.org/W3135483657","https://openalex.org/W3167149316","https://openalex.org/W3173540700","https://openalex.org/W3196292536","https://openalex.org/W3199607067","https://openalex.org/W3201268413","https://openalex.org/W4226321645","https://openalex.org/W4285185553","https://openalex.org/W4296339010","https://openalex.org/W4352976913","https://openalex.org/W4362722130","https://openalex.org/W4377000495","https://openalex.org/W4379379175","https://openalex.org/W4379879530","https://openalex.org/W4383428442","https://openalex.org/W4386913484","https://openalex.org/W4388757023","https://openalex.org/W4391559428","https://openalex.org/W4392024435","https://openalex.org/W4392081023","https://openalex.org/W4392449700","https://openalex.org/W4392523571","https://openalex.org/W4392777441","https://openalex.org/W4392909531","https://openalex.org/W4396821794","https://openalex.org/W4399486970","https://openalex.org/W4399993913","https://openalex.org/W4400975597","https://openalex.org/W4402434918","https://openalex.org/W4402448499","https://openalex.org/W4402916947","https://openalex.org/W4404708716","https://openalex.org/W4405974386","https://openalex.org/W4406583616","https://openalex.org/W4406983456","https://openalex.org/W4407304415","https://openalex.org/W4407936997","https://openalex.org/W4408108062","https://openalex.org/W4409917188","https://openalex.org/W4412623556","https://openalex.org/W4413156674","https://openalex.org/W4413847168","https://openalex.org/W4414366309"],"related_works":[],"abstract_inverted_index":{"Numerous":[0],"mobile":[1],"devices":[2],"have":[3],"enabled":[4],"Mobile":[5],"Crowdsensing":[6],"(MCS)":[7],"to":[8,15,33,119,130,140,171,196,212],"recruit":[9],"a":[10,25,58,79,162,190,203],"massive":[11],"number":[12],"of":[13,28,72,99,153,230],"workers":[14,179],"sense":[16],"and":[17,46,61,114,161,175,202,234,237],"collect":[18],"data":[19,21,49,62],"for":[20,102,220],"requestors,":[22],"thereby":[23,157],"supporting":[24],"wide":[26],"range":[27],"data-driven":[29],"services.":[30],"However,":[31],"due":[32],"its":[34],"crowdsourcing":[35],"nature,":[36],"MCS":[37],"services":[38],"face":[39],"two":[40],"critical":[41],"challenges:":[42],"ensuring":[43],"privacy":[44,59],"preservation":[45],"maintaining":[47],"high-quality":[48],"collection.":[50],"To":[51],"address":[52],"these":[53],"issues,":[54],"this":[55],"paper":[56],"proposes":[57],"preserving":[60],"quality":[63,249],"optimization":[64],"framework,":[65,125],"named":[66],"DQO-P5PI,":[67],"which":[68],"integrates":[69],"the":[70,90,105,108,110,112,115,123,135,151,169,177,181,228,231,243],"Preservation":[71],"Five":[73],"Privacy":[74],"Information":[75],"(P5PI)":[76],"framework":[77,233,245],"with":[78,180,216],"Data":[80],"Quality":[81],"Optimization":[82],"(DQO)":[83],"scheme":[84,187],"based":[85],"on":[86,95],"Fuzzy":[87,210],"sets.":[88],"Specifically,":[89],"P5PI":[91,124,232],"frame":[92],"work":[93],"focuses":[94],"protecting":[96,158],"five":[97],"types":[98],"sensitive":[100],"information":[101,133,219],"workers,":[103],"namely":[104],"sensing":[106,248],"data,":[107],"Reputation,":[109],"Identity,":[111],"Bid,":[113],"Location":[116],"(collectively":[117],"referred":[118],"as":[120],"DRIBL).":[121],"In":[122],"homomorphic":[126],"encryption":[127],"is":[128,138],"employed":[129],"ensure":[131],"DRIBL":[132],"privacy;":[134,160],"pseudonym":[136],"mechanism":[137],"adopted":[139],"protect":[141],"worker":[142,173],"identities":[143],"during":[144],"interactions;":[145],"Credit":[146,204],"Verification":[147],"Methods":[148],"(CVM)":[149],"verify":[150],"validity":[152],"workers'":[154,199],"reputation":[155,159,200,218],"scores,":[156],"Homomorphic":[163],"Encryption":[164],"Comparison":[165],"Method":[166,194,206],"(HECM)":[167],"enables":[168],"platform":[170],"assess":[172],"eligibility":[174],"select":[176],"top-k":[178],"highest":[182],"comprehensive":[183],"scores.":[184],"The":[185],"DQO":[186,235],"further":[188],"incorporates":[189],"Worker":[191],"Reputation":[192],"Update":[193],"(WRUM)":[195],"dynamically":[197],"update":[198],"parameters,":[201],"Rating":[205],"(CRM)":[207],"that":[208,242],"leverages":[209],"sets":[211],"integrate":[213],"bid":[214],"values":[215],"historical":[217],"more":[221],"reliable":[222],"task":[223],"allocation.":[224],"We":[225],"theoretically":[226],"prove":[227],"correctness":[229],"scheme,":[236],"extensive":[238],"experimental":[239],"results":[240],"demonstrate":[241],"proposed":[244],"effectively":[246],"improves":[247],"while":[250],"keeping":[251],"costs":[252],"low.":[253]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-12-11T00:00:00"}
