{"id":"https://openalex.org/W4401246706","doi":"https://doi.org/10.1109/tcss.2024.3430396","title":"Quality-Improved and Delay-Aware Incentive Mechanism for Mobile Crowdsensing With Social Concerns: A Stackelberg Game Approach","display_name":"Quality-Improved and Delay-Aware Incentive Mechanism for Mobile Crowdsensing With Social Concerns: A Stackelberg Game Approach","publication_year":2024,"publication_date":"2024-08-02","ids":{"openalex":"https://openalex.org/W4401246706","doi":"https://doi.org/10.1109/tcss.2024.3430396"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3430396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3430396","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","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/A5020606089","display_name":"Mengge Li","orcid":"https://orcid.org/0000-0002-7968-2643"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengge Li","raw_affiliation_strings":["School of Computer Science, Shaanxi Normal University, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi’an, China","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026771368","display_name":"Miao Ma","orcid":"https://orcid.org/0000-0001-7735-6695"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miao Ma","raw_affiliation_strings":["Key Laboratory of Modern Teaching Technology, Ministry of Education, Shaanxi Normal University, Xi’an, China","School of Computer Science, Shaanxi Normal University, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Modern Teaching Technology, Ministry of Education, Shaanxi Normal University, Xi’an, China","institution_ids":["https://openalex.org/I88830068"]},{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi’an, China","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100456586","display_name":"Liang Wang","orcid":"https://orcid.org/0000-0003-2719-2463"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Wang","raw_affiliation_strings":["School of Computer Science, Shaanxi Normal University, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi’an, China","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000988425","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0002-0419-1209"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yang","raw_affiliation_strings":["School of Computer Science, Shaanxi Normal University, Xi’an, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi’an, China","institution_ids":["https://openalex.org/I88830068"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020606089"],"corresponding_institution_ids":["https://openalex.org/I88830068"],"apc_list":null,"apc_paid":null,"fwci":3.6342,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94150026,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"11","issue":"6","first_page":"7618","last_page":"7633"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9995999932289124,"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":0.9995999932289124,"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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stackelberg-competition","display_name":"Stackelberg competition","score":0.905600905418396},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.7566561698913574},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6145164370536804},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6033257842063904},{"id":"https://openalex.org/keywords/crowdsensing","display_name":"Crowdsensing","score":0.6019784212112427},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5586242079734802},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.48243698477745056},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.46173250675201416},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.45301395654678345},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4262021780014038},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.39489853382110596},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.3453102707862854},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3402165174484253},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2197583019733429},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.14913535118103027}],"concepts":[{"id":"https://openalex.org/C199510392","wikidata":"https://www.wikidata.org/wiki/Q1184602","display_name":"Stackelberg competition","level":2,"score":0.905600905418396},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.7566561698913574},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6145164370536804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6033257842063904},{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.6019784212112427},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5586242079734802},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.48243698477745056},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.46173250675201416},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.45301395654678345},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4262021780014038},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.39489853382110596},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3453102707862854},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3402165174484253},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2197583019733429},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.14913535118103027},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2024.3430396","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3430396","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1013304443","display_name":null,"funder_award_id":"62377031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2537888231","display_name":null,"funder_award_id":"U2001205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5249387207","display_name":null,"funder_award_id":"62071283","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":47,"referenced_works":["https://openalex.org/W1976535029","https://openalex.org/W2036816056","https://openalex.org/W2140251882","https://openalex.org/W2499215323","https://openalex.org/W2584898484","https://openalex.org/W2589179198","https://openalex.org/W2624729972","https://openalex.org/W2762955383","https://openalex.org/W2782832549","https://openalex.org/W2790295836","https://openalex.org/W2796856437","https://openalex.org/W2802269386","https://openalex.org/W2884971059","https://openalex.org/W2903048353","https://openalex.org/W2921597415","https://openalex.org/W2959640473","https://openalex.org/W2965970896","https://openalex.org/W2972004543","https://openalex.org/W2985653194","https://openalex.org/W2996741051","https://openalex.org/W3002405259","https://openalex.org/W3013647569","https://openalex.org/W3016861380","https://openalex.org/W3020687773","https://openalex.org/W3025681265","https://openalex.org/W3047040106","https://openalex.org/W3080592791","https://openalex.org/W3112966739","https://openalex.org/W3174469663","https://openalex.org/W3181932504","https://openalex.org/W3185127829","https://openalex.org/W4229046698","https://openalex.org/W4291821218","https://openalex.org/W4296425679","https://openalex.org/W4310050354","https://openalex.org/W4312563972","https://openalex.org/W4321607999","https://openalex.org/W4364302108","https://openalex.org/W4380032326","https://openalex.org/W4380450875","https://openalex.org/W4381735520","https://openalex.org/W4386825341","https://openalex.org/W4387303184","https://openalex.org/W4387475765","https://openalex.org/W4387934854","https://openalex.org/W4389352488","https://openalex.org/W4393156830"],"related_works":["https://openalex.org/W1987562536","https://openalex.org/W4383533535","https://openalex.org/W2375814310","https://openalex.org/W2758999432","https://openalex.org/W2605497830","https://openalex.org/W3169439878","https://openalex.org/W2899375409","https://openalex.org/W2062756478","https://openalex.org/W4388703941","https://openalex.org/W2948291551"],"abstract_inverted_index":{"With":[0],"the":[1,54,67,73,88,104,134,167,172,179,184,229,246,251],"explosive":[2],"popularity":[3],"of":[4,45,56,107,130,136,171,178,254],"mobile":[5,7,38],"devices,":[6],"crowdsensing":[8],"(MCS)":[9],"has":[10],"emerged":[11],"as":[12,97],"a":[13,98,118,158,218],"promising":[14],"large-scale":[15],"data":[16,68,140,152,187,239,252],"collection":[17],"paradigm.":[18],"Suitable":[19],"incentive":[20,92,210,231],"mechanisms":[21],"are":[22,40,147,190],"essential":[23],"for":[24],"encouraging":[25],"user":[26,113,186],"participation.":[27],"Current":[28],"MCS":[29,206],"work":[30],"more":[31,238],"or":[32],"less":[33],"ignores":[34],"three":[35],"factors.":[36],"First,":[37],"users":[39,63,235],"assumed":[41],"to":[42,53,125,150,165,236],"be":[43],"independent":[44],"each":[46],"other,":[47],"ignoring":[48],"social":[49,95,108],"effects.":[50],"Second,":[51],"due":[52,124],"heterogeneity":[55],"users,":[57],"if":[58],"you":[59],"just":[60],"blindly":[61],"attract":[62],"without":[64],"distinguishing":[65],"them,":[66],"quality":[69],"can":[70,233],"decrease.":[71],"Finally,":[72],"limited":[74],"communication":[75,131],"resource":[76],"allocation":[77,129],"problem":[78],"during":[79],"uploading":[80],"sensing":[81],"results":[82,216],"is":[83,163,196],"ignored.":[84],"Therefore,":[85],"we":[86],"model":[87],"quality-improved":[89],"and":[90,127,145,169,183,204,208,249],"delay-aware":[91],"mechanism":[93,195,211,232],"with":[94,198,225,241],"concerns":[96],"two-stage":[99],"Stackelberg":[100],"game,":[101],"in":[102,121,157],"which":[103],"rational":[105],"use":[106],"effects":[109],"not":[110],"only":[111],"motivates":[112],"participation":[114],"but":[115],"also":[116],"avoids":[117],"serious":[119],"decline":[120],"information":[122],"value":[123],"repetition,":[126],"reasonable":[128],"resources":[132],"ensures":[133],"timeliness":[135],"delay-sensitive":[137],"tasks.":[138],"Furthermore,":[139],"screening,":[141],"similarity":[142],"analysis,":[143],"voting,":[144],"reputation":[146],"used":[148],"simultaneously":[149],"improve":[151,245],"quality.":[153],"The":[154,175,193],"Hessian":[155],"matrix":[156],"multiuser,":[159],"multitask":[160],"hyperspace":[161],"setting":[162],"utilized":[164],"verify":[166],"existence":[168],"uniqueness":[170],"game":[173],"equilibrium.":[174],"closed-form":[176],"expressions":[177],"optimal":[180,185],"requester":[181,247],"pricing":[182],"load":[188],"strategies":[189],"derived,":[191],"respectively.":[192],"proposed":[194,230],"compared":[197,224],"gather\u2013scatter,":[199],"incentive-G,":[200],"Blockchain-based":[201],"secure,":[202],"interactive,":[203],"fair":[205],"(BSIF),":[207],"Socially-aware":[209],"(SAIM)":[212],"algorithms.":[213],"Extensive":[214],"simulation":[215],"on":[217],"real":[219],"trajectory":[220],"dataset":[221],"show":[222],"that":[223],"these":[226],"state-of-the-art":[227],"algorithms,":[228],"motivate":[234],"provide":[237],"loads":[240],"few":[242],"rewards,":[243],"greatly":[244],"utility,":[248],"suppress":[250],"upload":[253],"malicious":[255],"users.":[256]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}