{"id":"https://openalex.org/W2522306717","doi":"https://doi.org/10.1109/tvt.2016.2611761","title":"Invisible Hand: A Privacy Preserving Mobile Crowd Sensing Framework Based on Economic Models","display_name":"Invisible Hand: A Privacy Preserving Mobile Crowd Sensing Framework Based on Economic Models","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2522306717","doi":"https://doi.org/10.1109/tvt.2016.2611761","mag":"2522306717"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2016.2611761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2016.2611761","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Transactions on Vehicular Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Invisible_hand_a_privacy_preserving_mobile_crowd_sensing_framework_based_on_economic_models/20863222","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100461646","display_name":"Bo Liu","orcid":"https://orcid.org/0000-0002-3603-6617"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bo Liu","raw_affiliation_strings":["School of Information Technology, Deakin University, Melbourne, Vic, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3603-6617","affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Melbourne, Vic, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051406984","display_name":"Wanlei Zhou","orcid":"https://orcid.org/0000-0002-1680-2521"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wanlei Zhou","raw_affiliation_strings":["School of Information Technology, Deakin University, Melbourne, Vic, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Melbourne, Vic, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036801346","display_name":"Tianqing Zhu","orcid":"https://orcid.org/0000-0003-3411-7947"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tianqing Zhu","raw_affiliation_strings":["School of Information Technology, Deakin University, Melbourne, Vic, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Melbourne, Vic, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043286765","display_name":"Haibo Zhou","orcid":"https://orcid.org/0000-0002-6549-8917"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Haibo Zhou","raw_affiliation_strings":["Broadband Communications Research Group, University of Waterloo, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Broadband Communications Research Group, University of Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083787204","display_name":"Xiaodong Lin","orcid":"https://orcid.org/0000-0001-8916-6645"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiaodong Lin","raw_affiliation_strings":["University of Ontario Institute of Technology, Oshawa, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology, Oshawa, ON, Canada","institution_ids":["https://openalex.org/I39470171"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.5624,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.98048715,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9993000030517578,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bidding","display_name":"Bidding","score":0.7731683254241943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6515209674835205},{"id":"https://openalex.org/keywords/monopoly","display_name":"Monopoly","score":0.5912535786628723},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.526746928691864},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4768016040325165},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.43598783016204834},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4210491478443146},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4159211218357086},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4148794114589691},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4086316227912903},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19419148564338684},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17511972784996033},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.135329931974411}],"concepts":[{"id":"https://openalex.org/C9233905","wikidata":"https://www.wikidata.org/wiki/Q3276328","display_name":"Bidding","level":2,"score":0.7731683254241943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6515209674835205},{"id":"https://openalex.org/C2781127519","wikidata":"https://www.wikidata.org/wiki/Q43637","display_name":"Monopoly","level":2,"score":0.5912535786628723},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.526746928691864},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4768016040325165},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.43598783016204834},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4210491478443146},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4159211218357086},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4148794114589691},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4086316227912903},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19419148564338684},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17511972784996033},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.135329931974411},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvt.2016.2611761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2016.2611761","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Transactions on Vehicular Technology","raw_type":"journal-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30090649","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20863222","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Invisible_hand_a_privacy_preserving_mobile_crowd_sensing_framework_based_on_economic_models/20863222","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20863222","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Invisible_hand_a_privacy_preserving_mobile_crowd_sensing_framework_based_on_economic_models/20863222","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4719117449","display_name":"Modelling and defence against malware propagation","funder_award_id":"DP140103649","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W808136292","https://openalex.org/W1484798037","https://openalex.org/W1529158540","https://openalex.org/W1626398438","https://openalex.org/W1689932539","https://openalex.org/W1914589360","https://openalex.org/W1966517804","https://openalex.org/W1967880185","https://openalex.org/W1972275967","https://openalex.org/W1976100423","https://openalex.org/W1982467666","https://openalex.org/W1984037205","https://openalex.org/W2014480560","https://openalex.org/W2029396991","https://openalex.org/W2032596903","https://openalex.org/W2034401621","https://openalex.org/W2035311901","https://openalex.org/W2042461541","https://openalex.org/W2050529748","https://openalex.org/W2055665526","https://openalex.org/W2056773559","https://openalex.org/W2073962873","https://openalex.org/W2074968817","https://openalex.org/W2102611836","https://openalex.org/W2109426455","https://openalex.org/W2112348059","https://openalex.org/W2116347193","https://openalex.org/W2118204922","https://openalex.org/W2120911939","https://openalex.org/W2125613938","https://openalex.org/W2125826911","https://openalex.org/W2127347346","https://openalex.org/W2136317921","https://openalex.org/W2137100320","https://openalex.org/W2140251882","https://openalex.org/W2142406320","https://openalex.org/W2143319963","https://openalex.org/W2144169341","https://openalex.org/W2145317377","https://openalex.org/W2149058896","https://openalex.org/W2149783190","https://openalex.org/W2149944211","https://openalex.org/W2159024459","https://openalex.org/W2159890390","https://openalex.org/W2170918595","https://openalex.org/W2196824873","https://openalex.org/W2253465240","https://openalex.org/W4213287842","https://openalex.org/W6622897450","https://openalex.org/W6636500457","https://openalex.org/W6678344443","https://openalex.org/W6691602670","https://openalex.org/W7051926465"],"related_works":["https://openalex.org/W2355561715","https://openalex.org/W2355326491","https://openalex.org/W2389286292","https://openalex.org/W2360751371","https://openalex.org/W2387920521","https://openalex.org/W2389754756","https://openalex.org/W2382224273","https://openalex.org/W2373538886","https://openalex.org/W2360290312","https://openalex.org/W2369836678"],"abstract_inverted_index":{"Privacy":[0],"issues":[1],"are":[2,27,137,147,153,161],"strongly":[3],"impeding":[4],"the":[5,14,45,53,59,65,71,84,99,105,108,116,123,140,150,159],"development":[6],"of":[7,48,74,115,118,129,144],"mobile":[8],"crowd":[9,119],"sensing":[10,120],"(MCS)":[11],"applications.":[12],"Under":[13],"current":[15],"MCS":[16,49,60],"framework,":[17],"processes":[18],"including":[19],"bidding,":[20],"task":[21],"assignment,":[22],"and":[23,55,87,101,139,142,158],"sensed":[24],"data":[25],"uploading":[26],"all":[28],"potentially":[29],"risky":[30],"for":[31],"participants.":[32],"As":[33],"an":[34],"effort":[35],"toward":[36],"this":[37],"issue,":[38],"we":[39],"propose":[40,94],"a":[41,127],"framework":[42],"that":[43],"enhances":[44],"location":[46],"privacy":[47,67],"applications":[50],"by":[51,155],"reducing":[52],"bidding":[54],"assignment":[56],"steps":[57],"in":[58,134,163],"cycle.":[61],"Meanwhile,":[62],"to":[63,81,89,111],"reduce":[64],"unnecessary":[66],"loss":[68],"while":[69,122],"maintaining":[70],"required":[72],"quality":[73],"service":[75,85],"(QoS),":[76],"economic":[77],"theory":[78],"is":[79,126],"used":[80],"help":[82],"both":[83,98,145],"provider":[86],"participants":[88,109],"decide":[90],"their":[91],"strategies.":[92],"We":[93],"schemes":[95,136,146,152],"based":[96],"on":[97],"Monopoly":[100],"Oligopoly":[102],"models.":[103],"In":[104],"former":[106],"case,":[107],"cooperate":[110],"gain":[112],"exclusive":[113],"control":[114],"supply":[117],"data,":[121],"latter":[124],"case":[125],"state":[128],"limited":[130],"competition.":[131],"The":[132],"parameters":[133],"different":[135],"analyzed,":[138],"strengths":[141],"weaknesses":[143],"discussed.":[148],"Additionally,":[149],"proposed":[151],"evaluated":[154],"extensive":[156],"simulations,":[157],"results":[160],"discussed":[162],"detail.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}