{"id":"https://openalex.org/W3182346119","doi":"https://doi.org/10.1109/tnet.2022.3169180","title":"Harnessing Context for Budget-Limited Crowdsensing With Massive Uncertain Workers","display_name":"Harnessing Context for Budget-Limited Crowdsensing With Massive Uncertain Workers","publication_year":2022,"publication_date":"2022-05-05","ids":{"openalex":"https://openalex.org/W3182346119","doi":"https://doi.org/10.1109/tnet.2022.3169180","mag":"3182346119"},"language":"en","primary_location":{"id":"doi:10.1109/tnet.2022.3169180","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2022.3169180","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","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/A5019839230","display_name":"Feng Li","orcid":"https://orcid.org/0000-0002-3746-2132"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Li","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-3746-2132","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023771081","display_name":"Jichao Zhao","orcid":"https://orcid.org/0000-0003-3303-0401"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jichao Zhao","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045982340","display_name":"Dongxiao Yu","orcid":"https://orcid.org/0000-0001-6835-5981"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongxiao Yu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-6835-5981","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100692488","display_name":"Xiuzhen Cheng","orcid":"https://orcid.org/0000-0001-5912-4647"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuzhen Cheng","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-5912-4647","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109299440","display_name":"Weifeng Lv","orcid":"https://orcid.org/0000-0002-7061-9509"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifeng Lv","raw_affiliation_strings":["School of Computer Science and Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.4246,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.97373202,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"30","issue":"5","first_page":"2231","last_page":"2245"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9997000098228455,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9955999851226807,"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/budget-constraint","display_name":"Budget constraint","score":0.7613447904586792},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7327091097831726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7313833832740784},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7212901711463928},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7072803378105164},{"id":"https://openalex.org/keywords/allowance","display_name":"Allowance (engineering)","score":0.5319170355796814},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.4906982183456421},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4763753116130829},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22996050119400024},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1423664391040802},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1292053759098053},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.11588284373283386},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08938083052635193}],"concepts":[{"id":"https://openalex.org/C8505890","wikidata":"https://www.wikidata.org/wiki/Q605095","display_name":"Budget constraint","level":2,"score":0.7613447904586792},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7327091097831726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7313833832740784},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7212901711463928},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7072803378105164},{"id":"https://openalex.org/C2779268580","wikidata":"https://www.wikidata.org/wiki/Q3447087","display_name":"Allowance (engineering)","level":2,"score":0.5319170355796814},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.4906982183456421},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4763753116130829},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22996050119400024},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1423664391040802},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1292053759098053},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.11588284373283386},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08938083052635193},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C133425853","wikidata":"https://www.wikidata.org/wiki/Q60571","display_name":"Neoclassical economics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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":1,"locations":[{"id":"doi:10.1109/tnet.2022.3169180","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnet.2022.3169180","pdf_url":null,"source":{"id":"https://openalex.org/S62238642","display_name":"IEEE/ACM Transactions on Networking","issn_l":"1063-6692","issn":["1063-6692","1558-2566"],"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/ACM Transactions on Networking","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G1423280369","display_name":"\u9762\u5411\u667a\u6167\u8fb9\u7f18\u7684\u81ea\u9002\u5e94\u6570\u636e\u4f17\u5305\u3001\u53bb\u4e2d\u5fc3\u5316\u5b66\u4e60\u53ca\u5176\u9690\u79c1\u4fdd\u62a4\u673a\u5236\u7814\u7a76","funder_award_id":"62072278","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8910302215","display_name":null,"funder_award_id":"62122042","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":42,"referenced_works":["https://openalex.org/W35251828","https://openalex.org/W1989274820","https://openalex.org/W1999417451","https://openalex.org/W2009551863","https://openalex.org/W2048922650","https://openalex.org/W2084002770","https://openalex.org/W2086240082","https://openalex.org/W2093562354","https://openalex.org/W2112420033","https://openalex.org/W2119850747","https://openalex.org/W2144193487","https://openalex.org/W2150638405","https://openalex.org/W2167603139","https://openalex.org/W2168405694","https://openalex.org/W2247608292","https://openalex.org/W2248864398","https://openalex.org/W2489627439","https://openalex.org/W2496884645","https://openalex.org/W2613712382","https://openalex.org/W2763377440","https://openalex.org/W2763801300","https://openalex.org/W2795135049","https://openalex.org/W2808216250","https://openalex.org/W2809254512","https://openalex.org/W2890020788","https://openalex.org/W2899753121","https://openalex.org/W2905205896","https://openalex.org/W2943584607","https://openalex.org/W2943752059","https://openalex.org/W2950303912","https://openalex.org/W3004091936","https://openalex.org/W3021073438","https://openalex.org/W3032443288","https://openalex.org/W3047004582","https://openalex.org/W3101169423","https://openalex.org/W3156903304","https://openalex.org/W3197278870","https://openalex.org/W4205232278","https://openalex.org/W6601392155","https://openalex.org/W6678113768","https://openalex.org/W6752326999","https://openalex.org/W6754434200"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W83893804","https://openalex.org/W2178649091","https://openalex.org/W2353238953","https://openalex.org/W2496037054","https://openalex.org/W2024895661","https://openalex.org/W2390883384","https://openalex.org/W2054108430","https://openalex.org/W3123594720","https://openalex.org/W2360283705"],"abstract_inverted_index":{"Crowdsensing":[0],"is":[1,31,64,206],"an":[2,27],"emerging":[3],"paradigm":[4],"of":[5,12,39,56,73,79,173,202,210],"ubiquitous":[6],"sensing,":[7],"through":[8,92],"which":[9,140],"a":[10,36,43,48,93,156],"crowd":[11],"workers":[13,40,70,81,111,127,175,205],"are":[14],"recruited":[15],"to":[16,33,41,53,67,105,132,145],"perform":[17,42,133],"sensing":[18,45,74,135,178,187],"tasks":[19],"collaboratively.":[20],"Although":[21,76],"it":[22,63],"has":[23],"stimulated":[24],"many":[25],"applications,":[26],"open":[28],"fundamental":[29],"problem":[30],"how":[32],"select":[34],"among":[35],"massive":[37],"number":[38,201],"given":[44],"task":[46,136],"under":[47,112],"limited":[49,114,124],"budget.":[50,115],"Nevertheless,":[51],"due":[52],"the":[54,69,77,80,110,113,118,126,134,147,151,167,170,174,184,200,203],"proliferation":[55],"smart":[57],"devices":[58,120],"equipped":[59],"with":[60,190],"various":[61],"sensors,":[62],"very":[65],"difficult":[66],"profile":[68],"in":[71,162],"terms":[72],"ability.":[75],"uncertainties":[78],"can":[82,212],"be":[83,213],"addressed":[84],"by":[85,215],"conventional":[86],"Combinatorial":[87],"Multi-Armed":[88],"Bandit":[89],"(CMAB)":[90],"framework":[91],"trade-off":[94],"between":[95,169],"exploration":[96],"and":[97,108,176,194,219],"exploitation,":[98],"we":[99,154],"do":[100],"not":[101],"have":[102,122,129],"sufficient":[103],"allowance":[104],"directly":[106],"explore":[107],"exploit":[109],"Furthermore,":[116],"since":[117],"sensor":[119],"usually":[121],"quite":[123],"resources,":[125],"may":[128],"bounded":[130],"capabilities":[131],"only":[137],"few":[138],"times,":[139],"further":[141],"restricts":[142],"our":[143],"opportunities":[144],"learn":[146],"uncertainty.":[148],"To":[149],"address":[150],"above":[152],"issues,":[153],"propose":[155],"Context-Aware":[157],"Worker":[158],"Selection":[159],"(CAWS)":[160],"algorithm":[161],"this":[163],"paper.":[164],"By":[165],"leveraging":[166],"correlation":[168],"context":[171],"information":[172],"their":[177],"abilities,":[179],"CAWS":[180,211],"aims":[181],"at":[182],"maximizing":[183],"expected":[185],"cumulative":[186],"revenue":[188],"efficiently":[189],"both":[191],"budget":[192],"constraint":[193],"capacity":[195],"constraints":[196],"respected,":[197],"even":[198],"when":[199],"uncertain":[204],"massive.":[207],"The":[208],"efficacy":[209],"verified":[214],"rigorous":[216],"theoretical":[217],"analysis":[218],"extensive":[220],"experiments.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
