{"id":"https://openalex.org/W2956165348","doi":"https://doi.org/10.1109/jiot.2019.2928035","title":"Crowdsensing From the Perspective of Behavioral Economics: An Incentive Mechanism Based on Mental Accounting","display_name":"Crowdsensing From the Perspective of Behavioral Economics: An Incentive Mechanism Based on Mental Accounting","publication_year":2019,"publication_date":"2019-07-11","ids":{"openalex":"https://openalex.org/W2956165348","doi":"https://doi.org/10.1109/jiot.2019.2928035","mag":"2956165348"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2019.2928035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2928035","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/A5100671331","display_name":"Deng Li","orcid":"https://orcid.org/0000-0003-2206-6302"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Deng Li","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044361882","display_name":"Sihui Wang","orcid":"https://orcid.org/0000-0003-4735-8934"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sihui Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100390348","display_name":"Jiaqi Liu","orcid":"https://orcid.org/0000-0001-5586-7718"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Liu","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100387509","display_name":"Hui Liu","orcid":"https://orcid.org/0000-0001-6654-4965"},"institutions":[{"id":"https://openalex.org/I119942284","display_name":"Missouri State University","ror":"https://ror.org/01d2sez20","country_code":"US","type":"education","lineage":["https://openalex.org/I119942284"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui Liu","raw_affiliation_strings":["Department of Computer Science, Missouri State University, Springfield, MO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Missouri State University, Springfield, MO, USA","institution_ids":["https://openalex.org/I119942284"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076576641","display_name":"Sheng Wen","orcid":"https://orcid.org/0000-0003-0655-666X"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sheng Wen","raw_affiliation_strings":["School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"School of Software and Electrical Engineering, Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100671331"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":2.4964,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.90205715,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"6","issue":"5","first_page":"9123","last_page":"9139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9993000030517578,"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":0.9993000030517578,"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/T11182","display_name":"Auction Theory and Applications","score":0.9962999820709229,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/loss-aversion","display_name":"Loss aversion","score":0.8826316595077515},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.8672462701797485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6914397478103638},{"id":"https://openalex.org/keywords/mental-accounting","display_name":"Mental accounting","score":0.675767719745636},{"id":"https://openalex.org/keywords/marginal-utility","display_name":"Marginal utility","score":0.5813943147659302},{"id":"https://openalex.org/keywords/payment","display_name":"Payment","score":0.5621389150619507},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.543371856212616},{"id":"https://openalex.org/keywords/behavioral-economics","display_name":"Behavioral economics","score":0.5312252640724182},{"id":"https://openalex.org/keywords/prospect-theory","display_name":"Prospect theory","score":0.5236525535583496},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5025169849395752},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4628661572933197},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4523724317550659},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.43775519728660583},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.35793739557266235},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.33295103907585144},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.26497697830200195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10221493244171143}],"concepts":[{"id":"https://openalex.org/C2778174566","wikidata":"https://www.wikidata.org/wiki/Q2874240","display_name":"Loss aversion","level":2,"score":0.8826316595077515},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.8672462701797485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6914397478103638},{"id":"https://openalex.org/C159144042","wikidata":"https://www.wikidata.org/wiki/Q1107958","display_name":"Mental accounting","level":2,"score":0.675767719745636},{"id":"https://openalex.org/C138551086","wikidata":"https://www.wikidata.org/wiki/Q842271","display_name":"Marginal utility","level":2,"score":0.5813943147659302},{"id":"https://openalex.org/C145097563","wikidata":"https://www.wikidata.org/wiki/Q1148747","display_name":"Payment","level":2,"score":0.5621389150619507},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.543371856212616},{"id":"https://openalex.org/C109574028","wikidata":"https://www.wikidata.org/wiki/Q647525","display_name":"Behavioral economics","level":2,"score":0.5312252640724182},{"id":"https://openalex.org/C339426","wikidata":"https://www.wikidata.org/wiki/Q1151839","display_name":"Prospect theory","level":2,"score":0.5236525535583496},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5025169849395752},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4628661572933197},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4523724317550659},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.43775519728660583},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.35793739557266235},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.33295103907585144},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.26497697830200195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10221493244171143},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/jiot.2019.2928035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2019.2928035","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"},{"id":"pmh:oai:bearworks.missouristate.edu:articles-cnas-2131","is_oa":false,"landing_page_url":"https://bearworks.missouristate.edu/articles-cnas/1132","pdf_url":null,"source":{"id":"https://openalex.org/S4377196450","display_name":"BearWorks (Missouri State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119942284","host_organization_name":"Missouri State University","host_organization_lineage":["https://openalex.org/I119942284"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"College of Natural and Applied Sciences","raw_type":"text"},{"id":"pmh:oai:bearworks.missouristate.edu:articles-cnas-2236","is_oa":false,"landing_page_url":"https://bearworks.missouristate.edu/articles-cnas/1237","pdf_url":null,"source":{"id":"https://openalex.org/S4377196450","display_name":"BearWorks (Missouri State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119942284","host_organization_name":"Missouri State University","host_organization_lineage":["https://openalex.org/I119942284"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Articles by College of Natural and Applied Sciences Faculty","raw_type":"text"},{"id":"pmh:oai:researchbank.swinburne.edu.au:9b1d5ec1-ef1c-40a3-a603-a012cbfc726c/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/452540","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Internet of Things Journal, Vol. 6, no. 5 (Oct 2019), pp. 9123-9139","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6869615263","display_name":null,"funder_award_id":"61572528","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":49,"referenced_works":["https://openalex.org/W1529385324","https://openalex.org/W1775899153","https://openalex.org/W1976535029","https://openalex.org/W1980701825","https://openalex.org/W1997079297","https://openalex.org/W2004809710","https://openalex.org/W2041776940","https://openalex.org/W2041946752","https://openalex.org/W2048509298","https://openalex.org/W2061230889","https://openalex.org/W2135839350","https://openalex.org/W2156346225","https://openalex.org/W2162184417","https://openalex.org/W2227813210","https://openalex.org/W2263503001","https://openalex.org/W2309833457","https://openalex.org/W2347001382","https://openalex.org/W2438328984","https://openalex.org/W2465438340","https://openalex.org/W2473808492","https://openalex.org/W2513085812","https://openalex.org/W2522306717","https://openalex.org/W2562244919","https://openalex.org/W2563347706","https://openalex.org/W2574161003","https://openalex.org/W2578635221","https://openalex.org/W2595182104","https://openalex.org/W2595558573","https://openalex.org/W2744714095","https://openalex.org/W2750491406","https://openalex.org/W2752099845","https://openalex.org/W2755157379","https://openalex.org/W2769745150","https://openalex.org/W2770785441","https://openalex.org/W2774686253","https://openalex.org/W2775562353","https://openalex.org/W2778836252","https://openalex.org/W2791996873","https://openalex.org/W2792202556","https://openalex.org/W2792327927","https://openalex.org/W2798146549","https://openalex.org/W2808256918","https://openalex.org/W2896098600","https://openalex.org/W2902058044","https://openalex.org/W2924254303","https://openalex.org/W3124520037","https://openalex.org/W4230573562","https://openalex.org/W4249443923","https://openalex.org/W6666115759"],"related_works":["https://openalex.org/W3203759014","https://openalex.org/W2884356503","https://openalex.org/W3124065021","https://openalex.org/W4290700061","https://openalex.org/W3020359174","https://openalex.org/W2473000991","https://openalex.org/W2975121825","https://openalex.org/W2736130405","https://openalex.org/W3012140912","https://openalex.org/W3148315896"],"abstract_inverted_index":{"Crowdsensing":[0],"is":[1,53,79,145],"a":[2,109,189],"new":[3],"paradigm":[4],"of":[5,10,50,73,84,99,139,210,218,225],"applications":[6],"that":[7,25,70,135,205],"takes":[8],"advantage":[9],"mobile":[11],"devices":[12],"to":[13,30,108,121,124,128,180,192,195],"collect":[14],"sensing":[15,214,220],"data.":[16],"Tasks":[17],"in":[18,66,76,213],"crowdsensing":[19],"will":[20],"consume":[21],"users'":[22,32,57],"resources":[23],"so":[24],"incentive":[26,35,152,158],"mechanisms":[27,36],"are":[28,37,60,86,95],"necessary":[29],"encourage":[31,193],"participation.":[33],"Existing":[34],"based":[38],"on":[39,162,184],"traditional":[40],"economics,":[41],"which":[42],"have":[43],"two":[44],"common":[45],"problems:":[46],"1)":[47],"the":[48,71,96,136,155,208,216,219,223],"utility":[49,72,138,217],"different":[51,77],"tasks":[52,74],"fungible":[54],"and":[55,81,92,112,116,143,175,222],"2)":[56],"behavioral":[58,67],"preferences":[59,83],"consistent.":[61],"Mental":[62],"accounting":[63],"(MA)":[64],"theory":[65],"economics":[68],"proves":[69],"obtained":[75],"ways":[78],"nonfungible":[80],"people's":[82,122],"behavior":[85],"inconsistent.":[87],"Reference":[88,101],"dependence,":[89,164],"loss":[90,185],"aversion,":[91,186],"sensitivity":[93,167],"decline":[94,133],"three":[97],"characteristics":[98],"MA.":[100],"dependence":[102],"means":[103,134],"people":[104],"evaluate":[105],"outcomes":[106],"relative":[107],"reference":[110,163,173,178],"point,":[111],"then":[113],"classify":[114],"gains":[115,142],"losses.":[117],"Loss":[118],"aversion":[119],"refers":[120],"tendency":[123],"prefer":[125],"avoiding":[126],"losses":[127,144],"acquiring":[129],"equivalent":[130],"gains.":[131],"Sensitivity":[132],"marginal":[137],"MA":[140,156],"about":[141],"diminishing.":[146],"Thus,":[147],"this":[148],"paper":[149],"proposes":[150],"an":[151,171,176],"mechanism":[153,159,191],"called":[154],"auction":[157],"(MAAIM).":[160],"Based":[161,183],"coupled":[165],"with":[166],"decline,":[168],"we":[169,187],"establish":[170],"external":[172],"environment":[174],"internal":[177],"point":[179],"motivate":[181],"users.":[182,229],"design":[188],"payment":[190],"users":[194,211],"improve":[196],"their":[197],"data":[198,226],"quality.":[199],"The":[200],"extensive":[201],"simulation":[202],"results":[203],"show":[204],"MAAIM":[206],"improves":[207],"number":[209],"participating":[212],"tasks,":[215],"platform,":[221],"quality":[224],"collected":[227],"by":[228]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2019-07-23T00:00:00"}
