{"id":"https://openalex.org/W3018545713","doi":"https://doi.org/10.1109/twc.2020.2988271","title":"Towards Demand-Driven Dynamic Incentive for Mobile Crowdsensing Systems","display_name":"Towards Demand-Driven Dynamic Incentive for Mobile Crowdsensing Systems","publication_year":2020,"publication_date":"2020-04-23","ids":{"openalex":"https://openalex.org/W3018545713","doi":"https://doi.org/10.1109/twc.2020.2988271","mag":"3018545713"},"language":"en","primary_location":{"id":"doi:10.1109/twc.2020.2988271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2020.2988271","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","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/A5100702750","display_name":"Jiahui Hu","orcid":"https://orcid.org/0000-0001-8771-7474"},"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":true,"raw_author_name":"Jiahui Hu","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8771-7474","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100422345","display_name":"Zhibo Wang","orcid":"https://orcid.org/0000-0002-5804-3279"},"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":"Zhibo Wang","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-5804-3279","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015389615","display_name":"Jian Wei","orcid":"https://orcid.org/0000-0002-0431-3472"},"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":"Jian Wei","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038606434","display_name":"Ruizhao Lv","orcid":null},"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":"Ruizhao Lv","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103228041","display_name":"Jing Zhao","orcid":"https://orcid.org/0000-0002-8413-9979"},"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":"Jing Zhao","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391116","display_name":"Qian Wang","orcid":"https://orcid.org/0000-0002-8967-8525"},"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":"Qian Wang","raw_affiliation_strings":["Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-8967-8525","affiliations":[{"raw_affiliation_string":"Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005165463","display_name":"Honglong Chen","orcid":"https://orcid.org/0000-0003-0739-6338"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honglong Chen","raw_affiliation_strings":["College of Control Science and Engineering, China University of Petroleum, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, China University of Petroleum, Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048130147","display_name":"Dejun Yang","orcid":"https://orcid.org/0000-0002-1811-4423"},"institutions":[{"id":"https://openalex.org/I167576493","display_name":"Colorado School of Mines","ror":"https://ror.org/04raf6v53","country_code":"US","type":"education","lineage":["https://openalex.org/I167576493"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dejun Yang","raw_affiliation_strings":["Department of Computer Science, Colorado School of Mines, Golden, USA"],"raw_orcid":"https://orcid.org/0000-0002-1811-4423","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Colorado School of Mines, Golden, USA","institution_ids":["https://openalex.org/I167576493"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100702750"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":4.5891,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.94767468,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"19","issue":"7","first_page":"4907","last_page":"4918"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":1.0,"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":1.0,"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/T11182","display_name":"Auction Theory and Applications","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/computer-science","display_name":"Computer science","score":0.8277223706245422},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.6632871627807617},{"id":"https://openalex.org/keywords/participatory-sensing","display_name":"Participatory sensing","score":0.6237937211990356},{"id":"https://openalex.org/keywords/incentive-compatibility","display_name":"Incentive compatibility","score":0.4786904454231262},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.4435279369354248},{"id":"https://openalex.org/keywords/mechanism-design","display_name":"Mechanism design","score":0.4268924593925476},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39623379707336426},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3607608377933502},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.13895577192306519},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.1326155662536621}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8277223706245422},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.6632871627807617},{"id":"https://openalex.org/C2779208394","wikidata":"https://www.wikidata.org/wiki/Q7140460","display_name":"Participatory sensing","level":2,"score":0.6237937211990356},{"id":"https://openalex.org/C91810955","wikidata":"https://www.wikidata.org/wiki/Q7731670","display_name":"Incentive compatibility","level":3,"score":0.4786904454231262},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.4435279369354248},{"id":"https://openalex.org/C153517567","wikidata":"https://www.wikidata.org/wiki/Q26090","display_name":"Mechanism design","level":2,"score":0.4268924593925476},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39623379707336426},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3607608377933502},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.13895577192306519},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.1326155662536621},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/twc.2020.2988271","is_oa":false,"landing_page_url":"https://doi.org/10.1109/twc.2020.2988271","pdf_url":null,"source":{"id":"https://openalex.org/S63459445","display_name":"IEEE Transactions on Wireless Communications","issn_l":"1536-1276","issn":["1536-1276","1558-2248"],"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 Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G1132031322","display_name":null,"funder_award_id":"61772551","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1292714157","display_name":null,"funder_award_id":"2017CFB503","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G2678750249","display_name":"\u9762\u5411\u7fa4\u667a\u611f\u77e5\u7cfb\u7edf\u7684\u4e2a\u6027\u5316\u9690\u79c1\u4fdd\u62a4\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61872274","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G286610823","display_name":null,"funder_award_id":"2042019gf0098","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3002022641","display_name":null,"funder_award_id":"18CX07003A","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G485653610","display_name":null,"funder_award_id":"2019YFA0706403","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G546264426","display_name":null,"funder_award_id":"U1636219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6912338115","display_name":null,"funder_award_id":"2042018gf0043","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7711705859","display_name":null,"funder_award_id":"61822207","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8972911091","display_name":null,"funder_award_id":"NSF 1717315","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1532110328","https://openalex.org/W1970756365","https://openalex.org/W1973745904","https://openalex.org/W1997079297","https://openalex.org/W2004373800","https://openalex.org/W2029396991","https://openalex.org/W2031535482","https://openalex.org/W2039482292","https://openalex.org/W2039922069","https://openalex.org/W2042461541","https://openalex.org/W2042774125","https://openalex.org/W2055633552","https://openalex.org/W2058911993","https://openalex.org/W2064783900","https://openalex.org/W2065195747","https://openalex.org/W2066840620","https://openalex.org/W2072672070","https://openalex.org/W2088940490","https://openalex.org/W2113939799","https://openalex.org/W2120826095","https://openalex.org/W2144169341","https://openalex.org/W2168936936","https://openalex.org/W2281858190","https://openalex.org/W2516809984","https://openalex.org/W2517028219","https://openalex.org/W2561983617","https://openalex.org/W2778836252","https://openalex.org/W2793722525","https://openalex.org/W2808256918","https://openalex.org/W2924254303","https://openalex.org/W2971544778","https://openalex.org/W2975069432","https://openalex.org/W2986305485","https://openalex.org/W6726590716"],"related_works":["https://openalex.org/W2610226722","https://openalex.org/W1502128320","https://openalex.org/W2950333913","https://openalex.org/W4301722110","https://openalex.org/W2524244071","https://openalex.org/W3103204983","https://openalex.org/W2054039722","https://openalex.org/W4390048635","https://openalex.org/W3133924690","https://openalex.org/W2210581228"],"abstract_inverted_index":{"Incentive":[0],"mechanisms":[1],"have":[2,35],"been":[3,36],"commonly":[4],"proposed":[5],"to":[6,9,77,86,116,173],"encourage":[7],"people":[8],"participate":[10],"in":[11,73],"mobile":[12],"crowdsensing":[13],"(MCS).":[14],"However,":[15],"most":[16],"of":[17,32,66,90,102,121,149],"them":[18,150],"set":[19],"unchangeable":[20],"rewards":[21,65,129],"for":[22,40,161,170],"sensing":[23,33,42,67,71,92,107,123],"tasks,":[24],"while":[25,179],"the":[26,64,88,111,118,187],"inherent":[27],"inequality":[28],"and":[29,54,100,125,141,145,164],"on-demand":[30,75],"feature":[31],"tasks":[34,43,68,124,178],"long":[37],"ignored,":[38],"especially":[39],"location-dependent":[41,51],"(LDSTs).":[44],"In":[45],"this":[46],"paper,":[47],"we":[48,109,132],"focus":[49],"on":[50],"MCS":[52],"systems":[53],"propose":[55,154],"a":[56],"demand-driven":[57,188],"dynamic":[58,157,189],"incentive":[59,190,194],"mechanism":[60,191],"that":[61,147,186],"dynamically":[62],"changes":[63],"at":[69],"each":[70,91,106,175],"round":[72],"an":[74,155,165],"way":[76],"balance":[78],"their":[79,128],"popularity.":[80],"A":[81],"demand":[82,89],"indicator":[83],"is":[84],"introduced":[85],"characterize":[87],"task":[93,135],"by":[94],"considering":[95],"its":[96,181],"deadline,":[97],"completing":[98],"progress,":[99],"number":[101],"potential":[103],"participants.":[104],"At":[105],"round,":[108],"use":[110],"Analytic":[112],"Hierarchy":[113],"Process":[114],"(AHP)":[115],"calculate":[117],"relative":[119],"demands":[120],"all":[122],"then":[126],"determine":[127],"accordingly.":[130],"Moreover,":[131],"consider":[133],"two":[134],"selection":[136],"problem":[137],"with":[138],"participatory":[139,162],"users":[140],"opportunistic":[142,171],"users,":[143],"respectively,":[144],"prove":[146],"both":[148],"are":[151],"NP-hard.":[152],"We":[153],"optimal":[156,166],"programming":[158],"based":[159,168],"solution":[160,169],"scenario":[163,172],"backtracking":[167],"help":[174],"user":[176],"select":[177],"maximizing":[180],"profit.":[182],"Extensive":[183],"experiments":[184],"show":[185],"outperforms":[192],"existing":[193],"mechanisms.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}