{"id":"https://openalex.org/W2299273256","doi":"https://doi.org/10.32657/10356/61801","title":"Towards the design of robust incentive mechanisms to address subjectivity and dishonesty problems in agent reporting","display_name":"Towards the design of robust incentive mechanisms to address subjectivity and dishonesty problems in agent reporting","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2299273256","doi":"https://doi.org/10.32657/10356/61801","mag":"2299273256"},"language":"en","primary_location":{"id":"doi:10.32657/10356/61801","is_oa":true,"landing_page_url":"https://doi.org/10.32657/10356/61801","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/61801/1/BoundVersion.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},"type":"dissertation","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/61801/1/BoundVersion.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100390839","display_name":"Yuan Liu","orcid":"https://orcid.org/0000-0002-0246-0778"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yuan Liu","raw_affiliation_strings":["School of Computer Engineering"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100390839"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9998999834060669,"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/T10991","display_name":"Game Theory and Voting Systems","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/subjectivity","display_name":"Subjectivity","score":0.8321856260299683},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.8105961084365845},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.7431128025054932},{"id":"https://openalex.org/keywords/dishonesty","display_name":"Dishonesty","score":0.6875091195106506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.535673201084137},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.5189404487609863},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.468581885099411},{"id":"https://openalex.org/keywords/reputation-system","display_name":"Reputation system","score":0.41252344846725464},{"id":"https://openalex.org/keywords/rational-agent","display_name":"Rational agent","score":0.4114152193069458},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.32942628860473633},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.3171631097793579},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2124866247177124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20399492979049683},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.15937834978103638},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1396556794643402},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13599371910095215},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11038520932197571},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.09256145358085632},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.07865467667579651}],"concepts":[{"id":"https://openalex.org/C202889954","wikidata":"https://www.wikidata.org/wiki/Q1139554","display_name":"Subjectivity","level":2,"score":0.8321856260299683},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.8105961084365845},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.7431128025054932},{"id":"https://openalex.org/C2778585151","wikidata":"https://www.wikidata.org/wiki/Q5282225","display_name":"Dishonesty","level":2,"score":0.6875091195106506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.535673201084137},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.5189404487609863},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.468581885099411},{"id":"https://openalex.org/C2781218421","wikidata":"https://www.wikidata.org/wiki/Q2892532","display_name":"Reputation system","level":3,"score":0.41252344846725464},{"id":"https://openalex.org/C31772880","wikidata":"https://www.wikidata.org/wiki/Q2666479","display_name":"Rational agent","level":2,"score":0.4114152193069458},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.32942628860473633},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3171631097793579},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2124866247177124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20399492979049683},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.15937834978103638},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1396556794643402},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13599371910095215},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11038520932197571},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.09256145358085632},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.07865467667579651},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.32657/10356/61801","is_oa":true,"landing_page_url":"https://doi.org/10.32657/10356/61801","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/61801/1/BoundVersion.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.719.5339","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.719.5339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://trust.sce.ntu.edu.sg/%7Eliuyuan/paper/Liuyuan-Thesis.pdf","raw_type":"text"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/61801","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/61801","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"pmh:oai:uilis.unsyiah.ac.id:21237","is_oa":false,"landing_page_url":"http://hdl.handle.net/10356/61801","pdf_url":null,"source":{"id":"https://openalex.org/S4377196378","display_name":"UPT. Syiah Kuala University Library (Syiah Kuala University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187494767","host_organization_name":"Universitas Syiah Kuala","host_organization_lineage":["https://openalex.org/I187494767"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"}],"best_oa_location":{"id":"doi:10.32657/10356/61801","is_oa":true,"landing_page_url":"https://doi.org/10.32657/10356/61801","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/61801/1/BoundVersion.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nanyang Technological University","raw_type":"dissertation"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2299273256.pdf","grobid_xml":"https://content.openalex.org/works/W2299273256.grobid-xml"},"referenced_works_count":133,"referenced_works":["https://openalex.org/W15128715","https://openalex.org/W18525269","https://openalex.org/W25648700","https://openalex.org/W35394848","https://openalex.org/W55533969","https://openalex.org/W56461092","https://openalex.org/W118259468","https://openalex.org/W172874866","https://openalex.org/W173758486","https://openalex.org/W184284192","https://openalex.org/W190013145","https://openalex.org/W604170243","https://openalex.org/W611846470","https://openalex.org/W615573743","https://openalex.org/W1490117225","https://openalex.org/W1502759548","https://openalex.org/W1514369923","https://openalex.org/W1532104100","https://openalex.org/W1540637571","https://openalex.org/W1543426176","https://openalex.org/W1562353621","https://openalex.org/W1568946555","https://openalex.org/W1599112090","https://openalex.org/W1604446916","https://openalex.org/W1613221887","https://openalex.org/W1798445461","https://openalex.org/W1835752454","https://openalex.org/W1923069598","https://openalex.org/W1929863521","https://openalex.org/W1948149164","https://openalex.org/W1967023604","https://openalex.org/W1968076133","https://openalex.org/W1973193325","https://openalex.org/W1983511185","https://openalex.org/W1985146039","https://openalex.org/W1988548064","https://openalex.org/W1989160322","https://openalex.org/W2008772536","https://openalex.org/W2009411133","https://openalex.org/W2014427871","https://openalex.org/W2021658447","https://openalex.org/W2025767136","https://openalex.org/W2031098375","https://openalex.org/W2035683813","https://openalex.org/W2042517002","https://openalex.org/W2042863768","https://openalex.org/W2049584363","https://openalex.org/W2049592842","https://openalex.org/W2053352944","https://openalex.org/W2054118700","https://openalex.org/W2055470076","https://openalex.org/W2057810990","https://openalex.org/W2061863227","https://openalex.org/W2066111511","https://openalex.org/W2069473832","https://openalex.org/W2073231946","https://openalex.org/W2074923430","https://openalex.org/W2085648025","https://openalex.org/W2097726984","https://openalex.org/W2099323800","https://openalex.org/W2100701473","https://openalex.org/W2103001613","https://openalex.org/W2103240268","https://openalex.org/W2107811212","https://openalex.org/W2108365287","https://openalex.org/W2109021302","https://openalex.org/W2109062107","https://openalex.org/W2109076767","https://openalex.org/W2109100253","https://openalex.org/W2109304399","https://openalex.org/W2111589951","https://openalex.org/W2120239604","https://openalex.org/W2126523108","https://openalex.org/W2126770230","https://openalex.org/W2127808790","https://openalex.org/W2129791350","https://openalex.org/W2130455894","https://openalex.org/W2130600545","https://openalex.org/W2130739182","https://openalex.org/W2131510312","https://openalex.org/W2133074729","https://openalex.org/W2134661798","https://openalex.org/W2135125254","https://openalex.org/W2135743832","https://openalex.org/W2137639798","https://openalex.org/W2138241198","https://openalex.org/W2138524027","https://openalex.org/W2141040970","https://openalex.org/W2141158971","https://openalex.org/W2143321901","https://openalex.org/W2144462863","https://openalex.org/W2144846366","https://openalex.org/W2147498513","https://openalex.org/W2150782914","https://openalex.org/W2155575510","https://openalex.org/W2155703365","https://openalex.org/W2155827279","https://openalex.org/W2156109180","https://openalex.org/W2156354968","https://openalex.org/W2156435784","https://openalex.org/W2156734286","https://openalex.org/W2157606376","https://openalex.org/W2158701542","https://openalex.org/W2160475149","https://openalex.org/W2182029765","https://openalex.org/W2182392283","https://openalex.org/W2184559750","https://openalex.org/W2187937616","https://openalex.org/W2208733865","https://openalex.org/W2251049298","https://openalex.org/W2270574991","https://openalex.org/W2294718424","https://openalex.org/W2397699391","https://openalex.org/W2404030824","https://openalex.org/W2556090403","https://openalex.org/W2569616450","https://openalex.org/W2797148637","https://openalex.org/W2797585760","https://openalex.org/W2988979790","https://openalex.org/W3106358908","https://openalex.org/W3121172388","https://openalex.org/W3124258878","https://openalex.org/W3143604926","https://openalex.org/W4211022296","https://openalex.org/W4212810510","https://openalex.org/W4234198140","https://openalex.org/W4236798639","https://openalex.org/W4240462626","https://openalex.org/W4242500534","https://openalex.org/W4285719527","https://openalex.org/W4296979607","https://openalex.org/W4302519795","https://openalex.org/W4376467516"],"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/W3207526114"],"abstract_inverted_index":{"Agent":[0],"reporting":[1],"systems,":[2,98],"such":[3],"as":[4,16],"reputation":[5,124,148,210,270,466],"systems":[6,327,467],"and":[7,32,40,58,72,279,297,309,335,349,359,365,492,507],"crowdsourcing":[8,326],"platforms,":[9],"provide":[10,43],"opportunities":[11],"for":[12,129,223,453,468,476,525],"human":[13],"users":[14],"represented":[15],"agents":[17,82,95,396],"to":[18,35,68,85,103,114,140,145,188,206,212,258,304,318,355,386,422,488],"report":[19],"their":[20,28,330,356],"ratings":[21,152,296],"or":[22],"opinions":[23,321,332,378],"via":[24],"electronic":[25],"channels.":[26],"However,":[27],"reports":[29,45],"could":[30,245],"vary":[31],"are":[33,83,138,271,333,486],"difficult":[34],"be":[36,86],"aggregated":[37],"(subjectivity":[38],"problem)":[39],"they":[41,250],"may":[42],"untruthful":[44,463],"(dishonesty":[46],"problem).":[47],"The":[48,61,262,414,447,501],"two":[49,498],"problems":[50,74,311,494,499],"have":[51,185,251,282,369],"attracted":[52],"considerable":[53],"interests":[54],"from":[55,154,166,323,379],"both":[56,306],"academic":[57],"industrial":[59],"societies.":[60],"first":[62],"objective":[63,101],"of":[64,92,107,170,201,231,238,255,264,373,390,410,457,511,521],"this":[65,484],"thesis":[66,485],"is":[67,102,127,196,221,233,316,384,404,430,450],"address":[69,115,213,305,489],"the":[70,81,90,99,105,116,135,151,155,158,161,167,171,182,186,208,214,229,236,252,259,285,307,336,343,351,371,388,408,419,425,434,455,471,479,490,497,509,512,519],"subjectivity":[71,117,137,172,184,308,491],"dishonesty":[73,215,310,493],"through":[75],"designing":[76],"three":[77],"incentive":[78,108,187,218,287,314,391,459,474,481,514,523],"mechanisms":[79,109,392,460,482,524],"where":[80,228],"assumed":[84],"rational.":[87],"Furthermore,":[88,198],"considering":[89],"existence":[91],"bounded":[93,111,394],"rational":[94,112,395],"in":[96,157,293,300,325,375,465,483],"real":[97],"second":[100],"evaluate":[104,387,506],"robustness":[106,389,402,427,456,510],"against":[110,393,461],"agents.\\n\\n\\n\\nSpecifically,":[113],"problem,":[118,216],"a":[119,142,190,193,199,381],"coalition":[120],"formation":[121],"game":[122,412],"based":[123,149,367,440],"system":[125],"(CONGRESS)":[126],"proposed":[128,162,209,222,286,317,385,426,472,480,502],"e-marketplaces.":[130],"In":[131,240],"CONGRESS,":[132],"buyers":[133,156,180,244],"with":[134,181,225,268,437],"same":[136,183],"incentivized":[139],"form":[141,189],"separate":[143],"\\\\textit{club}":[144],"build":[146],"seller":[147,298],"on":[150,418,441],"collected":[153],"club.":[159],"Consequently,":[160],"model":[163],"avoids":[164],"suffering":[165],"bad":[168],"effect":[169],"problem.":[173],"It":[174],"has":[175,203],"been":[176,204],"theoretically":[177],"proven":[178],"that":[179,284],"club":[191],"if":[192],"certain":[194],"condition":[195],"satisfied.":[197],"set":[200],"experiments":[202],"conducted":[205],"validate":[207],"system.\\n\\n\\n\\nSecondly,":[211],"an":[217,313,442],"mechanism":[219,288,315,475],"iMEMLI":[220,473],"e-marketplaces":[224],"limited":[226,260],"inventory":[227],"supply":[230],"sellers":[232,267],"less":[234],"than":[235],"demand":[237],"buyers.":[239],"iMEMLI,":[241],"more":[242,265],"honest":[243,266],"achieve":[246],"higher":[247,269,274],"utility":[248],"because":[249],"larger":[253],"probability":[254],"being":[256],"allocated":[257],"products.":[261],"products":[263],"offered":[272],"at":[273],"prices.":[275],"Both":[276],"theoretical":[277],"analysis":[278,364,445],"experimental":[280],"results":[281,436],"shown":[283,370],"can":[289,505],"promote":[290],"buyer":[291],"honesty":[292,299],"providing":[294,516],"truthful":[295,320,331,344,362,377],"delivering":[301],"promised":[302],"products.\\n\\n\\n\\nThirdly,":[303],"together,":[312],"elicit":[319],"(iMET)":[322],"workers":[324,338,348],"even":[328,495],"when":[329,496],"different":[334],"majority":[337],"behave":[339],"untruthfully.":[340],"iMET":[341,374],"considers":[342],"opinion":[345],"difference":[346],"between":[347],"models":[350],"workers'":[352],"behaviors":[353],"according":[354],"provided":[357],"opinions,":[358],"strategically":[360],"rewards":[361],"opinions.\\n\\nTheoretical":[363],"real-data":[366],"evaluations":[368],"effectiveness":[372],"eliciting":[376],"workers.\\n\\n\\n\\nFinally,":[380],"simulation":[382,415,435,448,503],"framework":[383,416,449,504],"taking":[397],"non-equilibrium":[398],"strategies.":[399],"A":[400],"formal":[401],"measure":[403],"defined,":[405],"inspired":[406],"by":[407,432],"studies":[409],"evolutionary":[411,420],"theory.":[413],"bases":[417],"dynamics":[421],"empirically":[423],"quantify":[424],"measure,":[428],"which":[429],"validated":[431],"comparing":[433],"analytical":[438],"predictions":[439],"extended":[443],"simplex":[444],"approach.":[446],"further":[451],"implemented":[452],"evaluating":[454],"several":[458],"some":[462],"strategies":[464],"e-marketplaces,":[469],"including":[470],"EMLI.\\n\\n\\n\\nIn":[477],"summary,":[478],"aimed":[487],"coexist.":[500],"compare":[508],"existing":[513],"mechanisms,":[515],"insights":[517],"towards":[518],"design":[520],"robust":[522],"agent-reporting":[526],"systems.":[527]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}