{"id":"https://openalex.org/W3132653113","doi":"https://doi.org/10.1109/tmc.2021.3059346","title":"CMAB-Based Reverse Auction for Unknown Worker Recruitment in Mobile Crowdsensing","display_name":"CMAB-Based Reverse Auction for Unknown Worker Recruitment in Mobile Crowdsensing","publication_year":2021,"publication_date":"2021-02-17","ids":{"openalex":"https://openalex.org/W3132653113","doi":"https://doi.org/10.1109/tmc.2021.3059346","mag":"3132653113"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2021.3059346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2021.3059346","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/A5064342057","display_name":"Mingjun Xiao","orcid":"https://orcid.org/0000-0001-7767-7763"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingjun Xiao","raw_affiliation_strings":["School of Computer Science and Technology / Suzhou Institute for Advanced Research, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-7767-7763","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology / Suzhou Institute for Advanced Research, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I308837","https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014723072","display_name":"Baoyi An","orcid":"https://orcid.org/0000-0001-9471-5223"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoyi An","raw_affiliation_strings":["School of Computer Science and Technology / Suzhou Institute for Advanced Research, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0001-9471-5223","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology / Suzhou Institute for Advanced Research, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I308837","https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101696886","display_name":"Jing Wang","orcid":"https://orcid.org/0000-0001-7751-8607"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Wang","raw_affiliation_strings":["School of Computer Science and Technology / Suzhou Institute for Advanced Research, University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology / Suzhou Institute for Advanced Research, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I308837","https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017276929","display_name":"Guoju Gao","orcid":"https://orcid.org/0000-0002-0104-8263"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoju Gao","raw_affiliation_strings":["School of Computer Science and Technology, Soochow University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0104-8263","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394022","display_name":"Sheng Zhang","orcid":"https://orcid.org/0000-0002-6581-6399"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Zhang","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-6581-6399","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100600528","display_name":"Jie Wu","orcid":"https://orcid.org/0000-0002-3472-1717"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Wu","raw_affiliation_strings":["Center for Networked Computing, Temple University, Philadelphia, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3472-1717","affiliations":[{"raw_affiliation_string":"Center for Networked Computing, Temple University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I84392919"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064342057"],"corresponding_institution_ids":["https://openalex.org/I126520041","https://openalex.org/I308837"],"apc_list":null,"apc_paid":null,"fwci":17.7926,"has_fulltext":false,"cited_by_count":97,"citation_normalized_percentile":{"value":0.99386567,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"21","issue":"10","first_page":"3502","last_page":"3518"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994999766349792,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9968000054359436,"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/crowdsensing","display_name":"Crowdsensing","score":0.8456497192382812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7701227068901062},{"id":"https://openalex.org/keywords/reverse-auction","display_name":"Reverse auction","score":0.5640112161636353},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.43487024307250977},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4240441918373108},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35935693979263306},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33899497985839844},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19742810726165771},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17506584525108337},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.07376128435134888}],"concepts":[{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.8456497192382812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7701227068901062},{"id":"https://openalex.org/C194291561","wikidata":"https://www.wikidata.org/wiki/Q2852717","display_name":"Reverse auction","level":3,"score":0.5640112161636353},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.43487024307250977},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4240441918373108},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35935693979263306},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33899497985839844},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19742810726165771},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17506584525108337},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.07376128435134888},{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2021.3059346","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2021.3059346","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G3301288343","display_name":null,"funder_award_id":"61936015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4261457399","display_name":null,"funder_award_id":"61572457","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6053627299","display_name":null,"funder_award_id":"61379132","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6402226090","display_name":null,"funder_award_id":"U1709217","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7096482675","display_name":null,"funder_award_id":"61872330","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":46,"referenced_works":["https://openalex.org/W1971824319","https://openalex.org/W2029050771","https://openalex.org/W2029396991","https://openalex.org/W2055633552","https://openalex.org/W2085773652","https://openalex.org/W2112420033","https://openalex.org/W2113195911","https://openalex.org/W2117521099","https://openalex.org/W2168405694","https://openalex.org/W2185823609","https://openalex.org/W2187464020","https://openalex.org/W2463608612","https://openalex.org/W2531799639","https://openalex.org/W2538733971","https://openalex.org/W2550861680","https://openalex.org/W2573607665","https://openalex.org/W2574161003","https://openalex.org/W2588075546","https://openalex.org/W2592089545","https://openalex.org/W2611804663","https://openalex.org/W2612758347","https://openalex.org/W2624729972","https://openalex.org/W2735739238","https://openalex.org/W2750608884","https://openalex.org/W2760893072","https://openalex.org/W2783092754","https://openalex.org/W2785985841","https://openalex.org/W2802269386","https://openalex.org/W2890561851","https://openalex.org/W2890803676","https://openalex.org/W2899753121","https://openalex.org/W2918718461","https://openalex.org/W2919420350","https://openalex.org/W2939009167","https://openalex.org/W2945828882","https://openalex.org/W2962866453","https://openalex.org/W2972210858","https://openalex.org/W2991563293","https://openalex.org/W3021908353","https://openalex.org/W3047004582","https://openalex.org/W3132587992","https://openalex.org/W4249318479","https://openalex.org/W6677593936","https://openalex.org/W6686689322","https://openalex.org/W6719086932","https://openalex.org/W6732044312"],"related_works":["https://openalex.org/W4393186040","https://openalex.org/W2955007463","https://openalex.org/W2048100608","https://openalex.org/W2948746285","https://openalex.org/W2090296580","https://openalex.org/W1576249345","https://openalex.org/W4243905374","https://openalex.org/W2785815065","https://openalex.org/W1796074903","https://openalex.org/W4385300808"],"abstract_inverted_index":{"Mobile":[0],"CrowdSensing":[1],"(MCS),":[2],"through":[3,188],"which":[4,165],"a":[5,9,23,100,110,168],"requester":[6],"can":[7,166],"coordinate":[8],"crowd":[10],"of":[11,45,57,119,139,182],"workers":[12,63,90,156],"to":[13,85,98,103,154],"accomplish":[14],"some":[15],"data":[16,28,193],"collection":[17],"tasks,":[18],"has":[19],"been":[20],"recognized":[21],"as":[22],"promising":[24],"paradigm":[25],"for":[26],"large-scale":[27],"acquisition":[29],"in":[30,41,93],"recent":[31],"years.":[32],"Many":[33],"researches":[34],"focus":[35],"on":[36,76,143,191],"the":[37,49,87,105,137,140,158,183],"worker":[38,160],"recruitment":[39,91,161],"problem":[40,92],"MCS,":[42],"but":[43],"most":[44],"them":[46],"either":[47],"have":[48],"assumption":[50],"that":[51,62,125],"workers\u2019":[52],"qualities":[53],"are":[54],"known":[55],"ahead":[56],"time":[58],"or":[59],"cannot":[60],"ensure":[61],"report":[64],"costs":[65],"honestly.":[66],"In":[67],"this":[68],"paper,":[69],"we":[70,145,177],"propose":[71,147],"an":[72,148],"incentive":[73,150],"mechanism":[74,128],"based":[75],"Combinatorial":[77],"Multi-Armed":[78],"Bandit":[79],"and":[80,116,131,134,162,173,185],"reverse":[81],"Auction,":[82],"called":[83,152],"CMABA,":[84,144],"solve":[86],"multiple":[88],"unknown":[89],"MCS.":[94],"Our":[95],"objective":[96],"is":[97],"determine":[99],"recruiting":[101],"strategy":[102],"maximize":[104],"total":[106,170],"sensing":[107,120,171],"quality":[108,163,172],"under":[109],"limited":[111],"budget,":[112],"while":[113],"ensuring":[114],"truthfulness":[115,130],"individual":[117,132],"rationality":[118],"workers.":[121],"We":[122],"theoretically":[123],"prove":[124],"our":[126],"CMABA":[127,184],"achieves":[129],"rationality,":[133],"then":[135],"analyze":[136],"regret":[138],"mechanism.":[141],"Based":[142],"ulteriorly":[146],"adaptive":[149],"mechanism,":[151],"ACMABA,":[153],"recruit":[155],"via":[157],"alternative":[159],"update,":[164],"achieve":[167],"higher":[169],"lower":[174],"regret.":[175],"Additionally,":[176],"also":[178],"demonstrate":[179],"significant":[180],"performances":[181],"ACMABA":[186],"mechanisms":[187],"extensive":[189],"simulations":[190],"real-world":[192],"traces.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}