{"id":"https://openalex.org/W2967133767","doi":"https://doi.org/10.1109/jiot.2019.2935145","title":"Pay as How You Behave: A Truthful Incentive Mechanism for Mobile Crowdsensing","display_name":"Pay as How You Behave: A Truthful Incentive Mechanism for Mobile Crowdsensing","publication_year":2019,"publication_date":"2019-08-13","ids":{"openalex":"https://openalex.org/W2967133767","doi":"https://doi.org/10.1109/jiot.2019.2935145","mag":"2967133767"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2019.2935145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2935145","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5088765156","display_name":"Chang Xu","orcid":"https://orcid.org/0000-0002-9726-7232"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chang Xu","raw_affiliation_strings":["Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010770540","display_name":"Yayun Si","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yayun Si","raw_affiliation_strings":["Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100634361","display_name":"Liehuang Zhu","orcid":"https://orcid.org/0000-0003-3277-3887"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liehuang Zhu","raw_affiliation_strings":["Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380072","display_name":"Chuan Zhang","orcid":"https://orcid.org/0000-0001-7684-8540"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Zhang","raw_affiliation_strings":["Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090688531","display_name":"Kashif Sharif","orcid":"https://orcid.org/0000-0001-7214-6568"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kashif Sharif","raw_affiliation_strings":["Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100440825","display_name":"Can Zhang","orcid":"https://orcid.org/0000-0001-8127-9282"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Can Zhang","raw_affiliation_strings":["Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Engineering Research Center of Massive Language Information Processing and Cloud Computing Application, School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5088765156"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":3.0093,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.91676815,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"6","issue":"6","first_page":"10053","last_page":"10063"},"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":0.9955999851226807,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9936000108718872,"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/incentive","display_name":"Incentive","score":0.815132200717926},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.7583643198013306},{"id":"https://openalex.org/keywords/payment","display_name":"Payment","score":0.7191837430000305},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7113614082336426},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6448445320129395},{"id":"https://openalex.org/keywords/mechanism-design","display_name":"Mechanism design","score":0.5200597643852234},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.48345479369163513},{"id":"https://openalex.org/keywords/crowdsensing","display_name":"Crowdsensing","score":0.4633050560951233},{"id":"https://openalex.org/keywords/incentive-compatibility","display_name":"Incentive compatibility","score":0.44337189197540283},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3753215968608856},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.274326890707016},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13481280207633972},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07096117734909058}],"concepts":[{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.815132200717926},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.7583643198013306},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.7191837430000305},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7113614082336426},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6448445320129395},{"id":"https://openalex.org/C153517567","wikidata":"https://www.wikidata.org/wiki/Q26090","display_name":"Mechanism design","level":2,"score":0.5200597643852234},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.48345479369163513},{"id":"https://openalex.org/C2780821482","wikidata":"https://www.wikidata.org/wiki/Q25381721","display_name":"Crowdsensing","level":2,"score":0.4633050560951233},{"id":"https://openalex.org/C91810955","wikidata":"https://www.wikidata.org/wiki/Q7731670","display_name":"Incentive compatibility","level":3,"score":0.44337189197540283},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3753215968608856},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.274326890707016},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13481280207633972},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07096117734909058},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2019.2935145","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2935145","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G1301226209","display_name":null,"funder_award_id":"61402037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3302251009","display_name":null,"funder_award_id":"2019CX10014","funder_id":"https://openalex.org/F4320323110","funder_display_name":"Beijing Institute of Technology"},{"id":"https://openalex.org/G5264831859","display_name":null,"funder_award_id":"61972037","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"},{"id":"https://openalex.org/F4320323110","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1486008480","https://openalex.org/W1987352480","https://openalex.org/W2004373800","https://openalex.org/W2029396991","https://openalex.org/W2032596903","https://openalex.org/W2039922069","https://openalex.org/W2055574655","https://openalex.org/W2103527785","https://openalex.org/W2116055298","https://openalex.org/W2122557370","https://openalex.org/W2125826911","https://openalex.org/W2126996160","https://openalex.org/W2144336625","https://openalex.org/W2169896874","https://openalex.org/W2185875933","https://openalex.org/W2222808023","https://openalex.org/W2517028219","https://openalex.org/W2574161003","https://openalex.org/W2579176712","https://openalex.org/W2604263236","https://openalex.org/W2744714095","https://openalex.org/W2769745150","https://openalex.org/W2773797831","https://openalex.org/W2778836252","https://openalex.org/W2782830695","https://openalex.org/W2783099329","https://openalex.org/W2790376259","https://openalex.org/W2790586091","https://openalex.org/W2795656945","https://openalex.org/W2802235498","https://openalex.org/W2807021846","https://openalex.org/W2808820828","https://openalex.org/W2811144856","https://openalex.org/W2884144441","https://openalex.org/W2913544437","https://openalex.org/W2918718461","https://openalex.org/W2932850993","https://openalex.org/W2963639727","https://openalex.org/W2964064437","https://openalex.org/W4247215087","https://openalex.org/W6726590716","https://openalex.org/W6747046615"],"related_works":["https://openalex.org/W2610226722","https://openalex.org/W1502128320","https://openalex.org/W2950333913","https://openalex.org/W4301722110","https://openalex.org/W2524244071","https://openalex.org/W3103204983","https://openalex.org/W2054039722","https://openalex.org/W4390048635","https://openalex.org/W3133924690","https://openalex.org/W2210581228"],"abstract_inverted_index":{"Mobile":[0],"crowdsensing":[1],"(MCS)":[2],"is":[3,118,127,181],"widely":[4],"applied":[5],"in":[6,81,150],"large-scale":[7],"distributed":[8,119],"networks":[9],"for":[10,26,74,115],"collecting":[11],"sensing":[12],"data":[13,27,138],"from":[14],"workers.":[15],"In":[16,63,109],"an":[17,38,44],"MCS":[18],"system,":[19],"workers":[20,50,76,117,164],"are":[21,51,143],"recruited":[22],"to":[23,36,47,56,134,145,163,166],"complete":[24],"tasks":[25],"requesters,":[28],"and":[29,86,131,140,170],"they":[30,54],"will":[31],"get":[32,98],"profits.":[33],"Accordingly,":[34],"how":[35],"establish":[37],"effective":[39],"incentive":[40,70],"mechanism":[41,71,159,180],"has":[42],"become":[43],"important":[45],"issue":[46],"consider.":[48],"Since":[49],"naturally":[52],"selfish,":[53],"try":[55],"maximize":[57],"individual":[58],"benefits":[59],"while":[60],"minimize":[61],"costs.":[62],"this":[64],"article,":[65],"we":[66,97],"propose":[67],"a":[68],"truthful":[69],"which":[72],"pays":[73],"the":[75,78,82,87,93,99,102,106,110,116,135,147,151,158,167],"by":[77,104],"workers'":[79,122],"performance":[80,149],"task":[83],"just":[84],"completed":[85],"reputation.":[88,123],"For":[89],"each":[90],"worker,":[91],"through":[92],"future":[94],"prediction":[95],"function,":[96],"reputation":[100],"of":[101],"worker":[103,148],"utilizing":[105],"previous":[107],"performances.":[108,136],"proposed":[111],"scheme,":[112],"partial":[113],"payment":[114,126],"depending":[120],"on":[121,129],"The":[124,174],"final":[125],"based":[128],"punishments":[130],"rewards":[132],"according":[133],"Moreover,":[137],"accuracy":[139],"response":[141],"time":[142],"introduced":[144],"evaluate":[146],"task.":[152],"It":[153],"can":[154],"be":[155],"demonstrated":[156],"that":[157,178],"provides":[160],"continuous":[161],"incentives":[162],"compared":[165],"single":[168],"ex-ante":[169],"ex-post":[171],"pricing":[172],"schemes.":[173],"experimental":[175],"results":[176],"show":[177],"our":[179],"effective.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
