{"id":"https://openalex.org/W2593133890","doi":"https://doi.org/10.1109/jsac.2017.2676898","title":"On Designing Data Quality-Aware Truth Estimation and Surplus Sharing Method for Mobile Crowdsensing","display_name":"On Designing Data Quality-Aware Truth Estimation and Surplus Sharing Method for Mobile Crowdsensing","publication_year":2017,"publication_date":"2017-03-02","ids":{"openalex":"https://openalex.org/W2593133890","doi":"https://doi.org/10.1109/jsac.2017.2676898","mag":"2593133890"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2017.2676898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2017.2676898","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in 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/A5022200545","display_name":"Shuo Yang","orcid":"https://orcid.org/0000-0001-7106-9169"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuo Yang","raw_affiliation_strings":["Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059190563","display_name":"Fan Wu","orcid":"https://orcid.org/0000-0003-0965-9058"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Wu","raw_affiliation_strings":["Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050393292","display_name":"Shaojie Tang","orcid":"https://orcid.org/0000-0001-9261-5210"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaojie Tang","raw_affiliation_strings":["Department of Information Systems, The University of Texas at Dallas, Dallas, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, The University of Texas at Dallas, Dallas, TX, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019439900","display_name":"Xiaofeng Gao","orcid":"https://orcid.org/0000-0003-1776-8799"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Gao","raw_affiliation_strings":["Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101848567","display_name":"Bo Yang","orcid":"https://orcid.org/0009-0000-7059-7912"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yang","raw_affiliation_strings":["Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100428808","display_name":"Guihai Chen","orcid":"https://orcid.org/0000-0002-6934-1685"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guihai Chen","raw_affiliation_strings":["Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Scalable Computing and Systems, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5022200545"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":32.8737,"has_fulltext":false,"cited_by_count":189,"citation_normalized_percentile":{"value":0.99738648,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"35","issue":"4","first_page":"832","last_page":"847"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8980615139007568},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.576185941696167},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.51253342628479},{"id":"https://openalex.org/keywords/crowdsensing","display_name":"Crowdsensing","score":0.4885762631893158},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.4773126542568207},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.47286438941955566},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.4700412154197693},{"id":"https://openalex.org/keywords/payment","display_name":"Payment","score":0.46300438046455383},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.4507959187030792},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4374256730079651},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40815120935440063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26144617795944214},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.20577192306518555},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12701192498207092}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8980615139007568},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.576185941696167},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.51253342628479},{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.4885762631893158},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4773126542568207},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.47286438941955566},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.4700412154197693},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.46300438046455383},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.4507959187030792},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4374256730079651},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40815120935440063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26144617795944214},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.20577192306518555},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12701192498207092},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2017.2676898","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2017.2676898","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"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 Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1055054694","display_name":null,"funder_award_id":"61472252","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2212676367","display_name":null,"funder_award_id":"61174127","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4210069718","display_name":null,"funder_award_id":"61672353","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4729271401","display_name":null,"funder_award_id":"61672348","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6657317296","display_name":null,"funder_award_id":"61422208","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8052769568","display_name":null,"funder_award_id":"61573245","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":77,"referenced_works":["https://openalex.org/W208128215","https://openalex.org/W1541280084","https://openalex.org/W1552047908","https://openalex.org/W1552339598","https://openalex.org/W1595564818","https://openalex.org/W1601808502","https://openalex.org/W1604936042","https://openalex.org/W1634954793","https://openalex.org/W1970756365","https://openalex.org/W1974665270","https://openalex.org/W1977093441","https://openalex.org/W1977687024","https://openalex.org/W1979245822","https://openalex.org/W1981831056","https://openalex.org/W1996573126","https://openalex.org/W1997079297","https://openalex.org/W2003684739","https://openalex.org/W2004373800","https://openalex.org/W2005406065","https://openalex.org/W2005598601","https://openalex.org/W2006974280","https://openalex.org/W2013976210","https://openalex.org/W2026414543","https://openalex.org/W2029396991","https://openalex.org/W2034419870","https://openalex.org/W2039482292","https://openalex.org/W2039922069","https://openalex.org/W2052880471","https://openalex.org/W2064783900","https://openalex.org/W2065851162","https://openalex.org/W2066840620","https://openalex.org/W2088739204","https://openalex.org/W2088940490","https://openalex.org/W2090274112","https://openalex.org/W2095733044","https://openalex.org/W2098865355","https://openalex.org/W2105385568","https://openalex.org/W2111015593","https://openalex.org/W2111048828","https://openalex.org/W2114123573","https://openalex.org/W2120826095","https://openalex.org/W2125636109","https://openalex.org/W2125826911","https://openalex.org/W2127963147","https://openalex.org/W2137100320","https://openalex.org/W2144182447","https://openalex.org/W2155160033","https://openalex.org/W2160059081","https://openalex.org/W2160585474","https://openalex.org/W2162237605","https://openalex.org/W2164729653","https://openalex.org/W2165474761","https://openalex.org/W2166315077","https://openalex.org/W2169585110","https://openalex.org/W2169896874","https://openalex.org/W2171157447","https://openalex.org/W2199385070","https://openalex.org/W2203128229","https://openalex.org/W2216069195","https://openalex.org/W2259808229","https://openalex.org/W2290431464","https://openalex.org/W2295450398","https://openalex.org/W2400614507","https://openalex.org/W2467851685","https://openalex.org/W2472736163","https://openalex.org/W2487898712","https://openalex.org/W2491777287","https://openalex.org/W2496884645","https://openalex.org/W2497780306","https://openalex.org/W2508096334","https://openalex.org/W2508573783","https://openalex.org/W2520503923","https://openalex.org/W2997594269","https://openalex.org/W3021439089","https://openalex.org/W4300337452","https://openalex.org/W7023459502","https://openalex.org/W7051926465"],"related_works":["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","https://openalex.org/W4318823662","https://openalex.org/W2896200027"],"abstract_inverted_index":{"Mobile":[0],"crowdsensing":[1,134],"has":[2,24],"become":[3],"a":[4,68,115,120,132,137],"novel":[5],"and":[6,12,36,40,63,66,72,91,94,118,136,160],"promising":[7],"paradigm":[8],"in":[9,154],"collecting,":[10],"analyzing,":[11],"exploiting":[13],"massive":[14],"amounts":[15],"of":[16,21,38,52,111,156],"data.":[17,55],"However,":[18],"the":[19,34,43,49,53,87,109],"issue":[20],"data":[22,31,89,104],"quality":[23,30,51,61,158],"not":[25],"been":[26],"carefully":[27],"addressed.":[28],"Low":[29],"contributions":[32],"undermine":[33],"effectiveness":[35],"prospects":[37],"crowdsensing,":[39],"thus":[41],"motivate":[42],"need":[44],"for":[45,76],"approaches":[46],"to":[47,85,100,124,140],"guarantee":[48],"high":[50],"contributed":[54],"In":[56],"this":[57],"paper,":[58],"we":[59,79,107],"integrate":[60],"estimation":[62,71,159],"monetary":[64],"incentive,":[65],"propose":[67,119],"quality-based":[69],"truth":[70],"surplus":[73,112,161],"sharing":[74,113],"method":[75,123],"crowdsensing.":[77],"Specifically,":[78],"design":[80],"an":[81,96],"unsupervised":[82],"learning":[83],"approach":[84,150],"quantify":[86],"users'":[88],"qualities":[90],"long-term":[92],"reputations,":[93],"exploit":[95],"outlier":[97],"detection":[98],"technique":[99],"filter":[101],"out":[102],"anomalous":[103],"items.":[105],"Furthermore,":[106],"model":[108],"process":[110],"as":[114],"co-operative":[116],"game,":[117],"Shapley":[121],"value-based":[122],"determine":[125],"each":[126],"user's":[127],"payment.":[128],"We":[129],"have":[130],"conducted":[131],"real":[133],"experiment":[135],"large-scale":[138],"simulation":[139],"evaluate":[141],"our":[142,149],"method.":[143],"The":[144],"evaluation":[145],"results":[146],"show":[147],"that":[148],"achieves":[151],"good":[152],"performance":[153],"terms":[155],"both":[157],"sharing.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":34},{"year":2019,"cited_by_count":24},{"year":2018,"cited_by_count":24},{"year":2017,"cited_by_count":2}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
