{"id":"https://openalex.org/W4392523571","doi":"https://doi.org/10.1109/tmc.2024.3373469","title":"Enhancing Worker Recruitment in Collaborative Mobile Crowdsourcing: A Graph Neural Network Trust Evaluation Approach","display_name":"Enhancing Worker Recruitment in Collaborative Mobile Crowdsourcing: A Graph Neural Network Trust Evaluation Approach","publication_year":2024,"publication_date":"2024-03-06","ids":{"openalex":"https://openalex.org/W4392523571","doi":"https://doi.org/10.1109/tmc.2024.3373469"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3373469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3373469","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/A5094084510","display_name":"Zhongwei Zhan","orcid":"https://orcid.org/0009-0000-9299-5145"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongwei Zhan","raw_affiliation_strings":["School of Computer and Control Engineering, Yantai University, Yantai, China"],"raw_orcid":"https://orcid.org/0009-0000-9299-5145","affiliations":[{"raw_affiliation_string":"School of Computer and Control Engineering, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350015","display_name":"Yingjie Wang","orcid":"https://orcid.org/0000-0003-0920-9305"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjie Wang","raw_affiliation_strings":["School of Computer and Control Engineering, Yantai University, Yantai, China"],"raw_orcid":"https://orcid.org/0000-0003-0920-9305","affiliations":[{"raw_affiliation_string":"School of Computer and Control Engineering, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083815344","display_name":"Peiyong Duan","orcid":"https://orcid.org/0000-0003-4283-4049"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiyong Duan","raw_affiliation_strings":["Department of Electrical and Control, Qilu University of Technology(Shandong Academy of Sciences), Jinan, China","department of Electrical and Control, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-4283-4049","affiliations":[{"raw_affiliation_string":"Department of Electrical and Control, Qilu University of Technology(Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"department of Electrical and Control, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I4210142748","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037713610","display_name":"Akshita Maradapu Vera Venkata Sai","orcid":null},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akshita Maradapu Vera Venkata Sai","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5208-7043","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061364578","display_name":"Zhaowei Liu","orcid":"https://orcid.org/0000-0003-0179-815X"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaowei Liu","raw_affiliation_strings":["School of Computer and Control Engineering, Yantai University, Yantai, China"],"raw_orcid":"https://orcid.org/0000-0003-0179-815X","affiliations":[{"raw_affiliation_string":"School of Computer and Control Engineering, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062643597","display_name":"Chaocan Xiang","orcid":"https://orcid.org/0000-0002-1473-6006"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaocan Xiang","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1473-6006","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072895530","display_name":"Xiangrong Tong","orcid":"https://orcid.org/0000-0003-4855-3723"},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangrong Tong","raw_affiliation_strings":["School of Computer and Control Engineering, Yantai University, Yantai, China"],"raw_orcid":"https://orcid.org/0000-0003-4855-3723","affiliations":[{"raw_affiliation_string":"School of Computer and Control Engineering, Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100660986","display_name":"Weilong Wang","orcid":"https://orcid.org/0000-0001-5476-7133"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weilong Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, Southeast University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-5476-7133","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Southeast University, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072627238","display_name":"Zhipeng Cai","orcid":"https://orcid.org/0000-0001-6017-975X"},"institutions":[{"id":"https://openalex.org/I181565077","display_name":"Georgia State University","ror":"https://ror.org/03qt6ba18","country_code":"US","type":"education","lineage":["https://openalex.org/I181565077"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhipeng Cai","raw_affiliation_strings":["Department of Computer Science, Georgia State University, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6017-975X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Georgia State University, Atlanta, GA, USA","institution_ids":["https://openalex.org/I181565077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.6613,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.9674932,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"23","issue":"10","first_page":"10093","last_page":"10110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9997000098228455,"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":0.9997000098228455,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/crowdsourcing","display_name":"Crowdsourcing","score":0.8240300416946411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7761550545692444},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41629719734191895},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.323489248752594},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.29847419261932373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28287261724472046}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.8240300416946411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7761550545692444},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41629719734191895},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.323489248752594},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29847419261932373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28287261724472046}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2024.3373469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3373469","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":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G3638049514","display_name":"\u4fe1\u4efb\u8def\u5f84\u641c\u7d22\u53ca\u5176\u5728\u79fb\u52a8\u4f17\u5305\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u7814\u7a76","funder_award_id":"62072392","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3941638460","display_name":null,"funder_award_id":"ZR2022MF238","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G496790220","display_name":null,"funder_award_id":"62272405","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5377955335","display_name":null,"funder_award_id":"62172351","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8184001967","display_name":null,"funder_award_id":"62073201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8788352519","display_name":null,"funder_award_id":"SKLNST-2022-1-12","funder_id":"https://openalex.org/F4320321470","funder_display_name":"Beijing University of Posts and Telecommunications"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321470","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1970251998","https://openalex.org/W2054539343","https://openalex.org/W2095806764","https://openalex.org/W2096994246","https://openalex.org/W2526910689","https://openalex.org/W2736287601","https://openalex.org/W2762353177","https://openalex.org/W2790916389","https://openalex.org/W2800806089","https://openalex.org/W2896625288","https://openalex.org/W2901288482","https://openalex.org/W2916829860","https://openalex.org/W2920102957","https://openalex.org/W2923964967","https://openalex.org/W2962756421","https://openalex.org/W2962866453","https://openalex.org/W2982407593","https://openalex.org/W2982544537","https://openalex.org/W3004538674","https://openalex.org/W3012539654","https://openalex.org/W3014706756","https://openalex.org/W3016819671","https://openalex.org/W3021782190","https://openalex.org/W3031631102","https://openalex.org/W3047456059","https://openalex.org/W3115726903","https://openalex.org/W3116063371","https://openalex.org/W3118352709","https://openalex.org/W3120361224","https://openalex.org/W3121887278","https://openalex.org/W3151642104","https://openalex.org/W3156727564","https://openalex.org/W3161757600","https://openalex.org/W3166059025","https://openalex.org/W3177624059","https://openalex.org/W3178367256","https://openalex.org/W3188289406","https://openalex.org/W3190074189","https://openalex.org/W3201377098","https://openalex.org/W3213727358","https://openalex.org/W4206180948","https://openalex.org/W4206450891","https://openalex.org/W4206667744","https://openalex.org/W4213432242","https://openalex.org/W4236605548","https://openalex.org/W4240706791","https://openalex.org/W4285151040","https://openalex.org/W4300006734","https://openalex.org/W4301430327","https://openalex.org/W4307177008","https://openalex.org/W4311905637","https://openalex.org/W4313334056","https://openalex.org/W4313639719","https://openalex.org/W4364302108","https://openalex.org/W4366603282","https://openalex.org/W4376869092","https://openalex.org/W4378373518","https://openalex.org/W4382364304","https://openalex.org/W4387917756","https://openalex.org/W6600465515","https://openalex.org/W6680198765"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869"],"abstract_inverted_index":{"Collaborative":[0],"Mobile":[1],"Crowdsourcing":[2],"(CMCS)":[3],"allows":[4],"platforms":[5],"to":[6,10],"recruit":[7],"worker":[8,82,161],"teams":[9],"collaboratively":[11],"execute":[12],"complex":[13],"sensing":[14],"tasks.":[15],"The":[16,60,81],"efficiency":[17,137],"of":[18,131,138,190],"such":[19],"collaborations":[20],"could":[21],"be":[22],"influenced":[23],"by":[24,67,115],"trust":[25,33,76,192],"relationships":[26],"among":[27,35],"workers.":[28],"To":[29,134],"obtain":[30],"the":[31,39,42,69,116,120,124,129,136,139,148,173,188,196],"asymmetric":[32],"values":[34],"all":[36],"workers":[37],"in":[38,57,78,177,195],"social":[40],"network,":[41],"Trust":[43],"Reinforcement":[44],"Evaluation":[45],"Framework":[46],"(TREF)":[47],"based":[48],"on":[49,142,167],"Graph":[50,92],"Convolutional":[51],"Neural":[52],"Networks":[53],"(GCNs)":[54],"is":[55,64,85,104,110,126],"proposed":[56,176,185],"this":[58,79,178],"paper.":[59,80],"task":[61,114,125],"completion":[62],"effect":[63],"comprehensively":[65],"calculated":[66],"considering":[68],"workers'":[70],"ability":[71],"benefits,":[72,74],"distance":[73],"and":[75,119,146,153],"benefits":[77],"recruitment":[83,140,174],"problem":[84],"modeled":[86],"as":[87],"an":[88],"Undirected":[89],"Complete":[90],"Recruitment":[91,100],"(UCRG),":[93],"for":[94,112,123],"which":[95],"a":[96,143],"specific":[97],"Tabu":[98],"Search":[99],"(TSR)":[101],"algorithm":[102,141,152,175],"solution":[103],"proposed.":[105],"An":[106],"optimal":[107],"execution":[108],"team":[109,122],"recruited":[111],"each":[113],"TSR":[117],"algorithm,":[118],"collaboration":[121],"obtained":[127],"under":[128],"constraint":[130],"privacy":[132],"loss.":[133],"enhance":[135],"large":[144],"scale":[145],"scope,":[147],"Mini-Batch":[149],"K-Means":[150],"clustering":[151],"edge":[154],"computing":[155],"technology":[156],"are":[157],"introduced,":[158],"enabling":[159],"distributed":[160],"recruitment.":[162],"Lastly,":[163],"extensive":[164],"experiments":[165],"conducted":[166],"five":[168],"real":[169],"datasets":[170],"validate":[171],"that":[172],"paper":[179],"outperforms":[180],"other":[181],"baselines.":[182],"Additionally,":[183],"TREF":[184],"herein":[186],"surpasses":[187],"performance":[189],"state-of-the-art":[191],"evaluation":[193],"methods":[194],"literature.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":15}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2024-03-07T00:00:00"}