{"id":"https://openalex.org/W4400679128","doi":"https://doi.org/10.1109/tmc.2024.3428542","title":"Mobile Crowdsensing Ecosystem With Combinatorial Multi-Armed Bandit-Based Dynamic Truth Discovery","display_name":"Mobile Crowdsensing Ecosystem With Combinatorial Multi-Armed Bandit-Based Dynamic Truth Discovery","publication_year":2024,"publication_date":"2024-07-16","ids":{"openalex":"https://openalex.org/W4400679128","doi":"https://doi.org/10.1109/tmc.2024.3428542"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3428542","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3428542","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":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/TMC.2024.3428542","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100409698","display_name":"Jia Liu","orcid":"https://orcid.org/0000-0002-3424-050X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Liu","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-3424-050X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094248034","display_name":"Jianbo Shao","orcid":"https://orcid.org/0000-0001-6982-2166"},"institutions":[{"id":"https://openalex.org/I181679659","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I181679659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbo Shao","raw_affiliation_strings":["Department of Computer Science and Technology, Shanghai University of Finance and Economics, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Shanghai University of Finance and Economics, Shanghai, China","institution_ids":["https://openalex.org/I181679659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029337392","display_name":"Min Sheng","orcid":"https://orcid.org/0000-0002-7762-5063"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Sheng","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, Institute of Information Science, Xidian University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-7762-5063","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Institute of Information Science, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026351888","display_name":"Yang Xu","orcid":"https://orcid.org/0000-0003-2037-6948"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Xu","raw_affiliation_strings":["School of Computer Science and Technology, Xidian University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-2037-6948","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xidian University, Xi’an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087043869","display_name":"Tarik Taleb","orcid":"https://orcid.org/0000-0003-1119-1239"},"institutions":[{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tarik Taleb","raw_affiliation_strings":["Faculty of Electrical Engineering and Information Technology, Ruhr University Bochum, Bochum, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1119-1239","affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Information Technology, Ruhr University Bochum, Bochum, Germany","institution_ids":["https://openalex.org/I904495901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114910238","display_name":"Norio Shiratori","orcid":"https://orcid.org/0000-0001-9500-3332"},"institutions":[{"id":"https://openalex.org/I96679780","display_name":"Chuo University","ror":"https://ror.org/03qvqb743","country_code":"JP","type":"education","lineage":["https://openalex.org/I96679780"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Norio Shiratori","raw_affiliation_strings":["Research and Development Initiative, Chuo University, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0001-9500-3332","affiliations":[{"raw_affiliation_string":"Research and Development Initiative, Chuo University, Tokyo, Japan","institution_ids":["https://openalex.org/I96679780"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8349,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.94516333,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"23","issue":"12","first_page":"13095","last_page":"13113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9933000206947327,"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":0.9933000206947327,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9790999889373779,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7853063344955444},{"id":"https://openalex.org/keywords/crowdsensing","display_name":"Crowdsensing","score":0.653798520565033},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.5113291144371033},{"id":"https://openalex.org/keywords/citizen-science","display_name":"Citizen science","score":0.4449024796485901},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.42556676268577576},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32488852739334106},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.22781038284301758},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19441115856170654}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7853063344955444},{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.653798520565033},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.5113291144371033},{"id":"https://openalex.org/C197352329","wikidata":"https://www.wikidata.org/wiki/Q1093434","display_name":"Citizen science","level":2,"score":0.4449024796485901},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.42556676268577576},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32488852739334106},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.22781038284301758},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19441115856170654},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmc.2024.3428542","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3428542","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:oai:zenodo.org:17592314","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TMC.2024.3428542","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Mobile Computing, 23(12), (2024-07-16)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:17592314","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TMC.2024.3428542","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Mobile Computing, 23(12), (2024-07-16)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1541280084","https://openalex.org/W1980448497","https://openalex.org/W2029050771","https://openalex.org/W2086413055","https://openalex.org/W2168405694","https://openalex.org/W2170022658","https://openalex.org/W2328831119","https://openalex.org/W2345285933","https://openalex.org/W2615071759","https://openalex.org/W2624729972","https://openalex.org/W2792010188","https://openalex.org/W2802269386","https://openalex.org/W2885935450","https://openalex.org/W2907385172","https://openalex.org/W2919420350","https://openalex.org/W2943584607","https://openalex.org/W2945100954","https://openalex.org/W2947538082","https://openalex.org/W2956483723","https://openalex.org/W2976292455","https://openalex.org/W2990695676","https://openalex.org/W2992811671","https://openalex.org/W2994730588","https://openalex.org/W2998432688","https://openalex.org/W3012990321","https://openalex.org/W3032923651","https://openalex.org/W3033979675","https://openalex.org/W3036867964","https://openalex.org/W3045978322","https://openalex.org/W3047004582","https://openalex.org/W3080592791","https://openalex.org/W3092413484","https://openalex.org/W3119143557","https://openalex.org/W3123392479","https://openalex.org/W3126717083","https://openalex.org/W3132653113","https://openalex.org/W3156621611","https://openalex.org/W3168807807","https://openalex.org/W3190855768","https://openalex.org/W3200108882","https://openalex.org/W3204463990","https://openalex.org/W3206527758","https://openalex.org/W3216965607","https://openalex.org/W4206143364","https://openalex.org/W4213338210","https://openalex.org/W4226182778","https://openalex.org/W4283210954","https://openalex.org/W4285240584","https://openalex.org/W4285307629","https://openalex.org/W4296339010","https://openalex.org/W4296425679","https://openalex.org/W4388983893","https://openalex.org/W6771569979"],"related_works":["https://openalex.org/W2563347706","https://openalex.org/W2608033733","https://openalex.org/W2134020923","https://openalex.org/W2479871838","https://openalex.org/W4210272022","https://openalex.org/W1844259124","https://openalex.org/W1974440652","https://openalex.org/W1541175715","https://openalex.org/W565993663","https://openalex.org/W2326504464"],"abstract_inverted_index":{"Mobile":[0],"crowdsensing":[1],"(MCS)":[2],"has":[3],"emerged":[4],"as":[5,111,113],"a":[6,80,175,190],"popular":[7],"and":[8,19,25,34,37,54,74,121,135,179,218,224],"promising":[9],"paradigm":[10],"for":[11,28,201],"solving":[12],"challenging":[13],"problems":[14],"by":[15,44,104,117],"utilizing":[16],"collective":[17],"wisdom":[18],"resources.":[20],"However,":[21],"the":[22,63,85,89,94,100,107,114,130,137,146,151,158,161,170,202,222],"system":[23],"architecture":[24],"operational":[26],"rules":[27],"MCS":[29,82,143,229],"have":[30],"not":[31],"been":[32],"well-defined,":[33],"obtaining":[35],"accurate":[36],"reliable":[38],"results":[39,220],"from":[40],"conflicting":[41],"data":[42,101],"collected":[43],"workers":[45,154,205],"is":[46],"difficult":[47],"due":[48],"to":[49,78,142,144,168,188,206],"discrepancies":[50],"in":[51],"sensor":[52],"quality":[53],"privacy":[55,122],"protection":[56],"requirements.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61,127,165,195],"combine":[62],"methodologies":[64],"of":[65,87,132,139,153,226],"Dynamic":[66],"Truth":[67],"Discovery":[68],"(DTD),":[69],"Combinatorial":[70],"Multi-Armed":[71],"Bandit":[72],"(CMAB),":[73],"Multi-Attribute":[75],"Reverse":[76],"Auction":[77],"develop":[79],"novel":[81],"ecosystem,":[83],"with":[84],"objective":[86],"maximizing":[88],"sensing":[90],"accuracy-aware":[91],"utility":[92],"under":[93],"budget":[95],"constraint.":[96],"We":[97],"first":[98],"establish":[99],"collection":[102],"model":[103],"jointly":[105],"considering":[106],"task":[108],"completion":[109],"duration":[110],"well":[112],"deviation":[115],"caused":[116],"both":[118],"endogenous":[119],"errors":[120],"protection-oriented":[123],"injected":[124],"noise.":[125],"Then,":[126],"theoretically":[128],"evaluate":[129],"accuracy":[131],"truth":[133],"discovery":[134],"quantify":[136],"contribution":[138],"each":[140],"worker":[141,147,171],"form":[145],"selection":[148],"criterion.":[149],"As":[150],"qualities":[152],"are":[155],"initially":[156],"unknown,":[157],"platform":[159],"faces":[160],"exploration-exploitation":[162,192],"dilemma.":[163],"Therefore,":[164],"apply":[166],"CMAB":[167],"transform":[169],"recruitment":[172],"problem":[173,178],"into":[174],"combinatorial":[176],"arm-pulling":[177],"elaborately":[180],"design":[181,196],"an":[182,197],"Upper":[183],"Confidence":[184],"Bound":[185],"(UCB)":[186],"algorithm":[187],"achieve":[189],"desirable":[191],"tradeoff.":[193],"Moreover,":[194],"auction-based":[198],"payment":[199],"method":[200],"platform,":[203],"stimulating":[204],"provide":[207],"their":[208],"quoted":[209],"price":[210],"honestly":[211],"while":[212],"enabling":[213],"individual":[214],"rationality.":[215],"Extensive":[216],"simulations":[217],"comparison":[219],"demonstrate":[221],"feasibility":[223],"effectiveness":[225],"our":[227],"proposed":[228],"ecosystem.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}