{"id":"https://openalex.org/W2901118154","doi":"https://doi.org/10.1609/aaai.v33i01.33011996","title":"Deep Bayesian Trust: A Dominant and Fair Incentive Mechanism for Crowd","display_name":"Deep Bayesian Trust: A Dominant and Fair Incentive Mechanism for Crowd","publication_year":2019,"publication_date":"2019-07-17","ids":{"openalex":"https://openalex.org/W2901118154","doi":"https://doi.org/10.1609/aaai.v33i01.33011996","mag":"2901118154"},"language":"en","primary_location":{"id":"doi:10.1609/aaai.v33i01.33011996","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33011996","pdf_url":"https://www.aaai.org/ojs/index.php/AAAI/article/download/4028/3906","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.aaai.org/ojs/index.php/AAAI/article/download/4028/3906","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037930190","display_name":"Naman Goel","orcid":"https://orcid.org/0000-0002-5106-5889"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Naman Goel","raw_affiliation_strings":["Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne","\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne,"],"affiliations":[{"raw_affiliation_string":"Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne,","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060427576","display_name":"Boi Faltings","orcid":"https://orcid.org/0000-0002-7188-7230"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Boi Faltings","raw_affiliation_strings":["Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne","\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne,"],"affiliations":[{"raw_affiliation_string":"Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne,","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037930190"],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":1.5768116,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89453861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"33","issue":"01","first_page":"1996","last_page":"2003"},"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/T11182","display_name":"Auction Theory and Applications","score":0.9959999918937683,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9940000176429749,"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-compatibility","display_name":"Incentive compatibility","score":0.8556512594223022},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.7610398530960083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6922140121459961},{"id":"https://openalex.org/keywords/transitive-relation","display_name":"Transitive relation","score":0.6278856992721558},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5403549671173096},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.520650327205658},{"id":"https://openalex.org/keywords/compatibility","display_name":"Compatibility (geochemistry)","score":0.4521385431289673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35134780406951904},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.33018556237220764},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13247260451316833},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08627602458000183},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08233332633972168}],"concepts":[{"id":"https://openalex.org/C91810955","wikidata":"https://www.wikidata.org/wiki/Q7731670","display_name":"Incentive compatibility","level":3,"score":0.8556512594223022},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.7610398530960083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6922140121459961},{"id":"https://openalex.org/C191399111","wikidata":"https://www.wikidata.org/wiki/Q64861","display_name":"Transitive relation","level":2,"score":0.6278856992721558},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5403549671173096},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.520650327205658},{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.4521385431289673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35134780406951904},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.33018556237220764},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13247260451316833},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08627602458000183},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08233332633972168},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1609/aaai.v33i01.33011996","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33011996","pdf_url":"https://www.aaai.org/ojs/index.php/AAAI/article/download/4028/3906","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1804.05560","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.05560","pdf_url":"https://arxiv.org/pdf/1804.05560","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:2901118154","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1804.05560","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:infoscience.epfl.ch:269012","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/269012","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference proceedings"},{"id":"pmh:oai:infoscience.epfl.ch:270839","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/270839","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infoscience.epfl.ch/record/270839","raw_type":"Text"},{"id":"doi:10.48550/arxiv.1804.05560","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1804.05560","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v33i01.33011996","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v33i01.33011996","pdf_url":"https://www.aaai.org/ojs/index.php/AAAI/article/download/4028/3906","source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2901118154.pdf","grobid_xml":"https://content.openalex.org/works/W2901118154.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W9014458","https://openalex.org/W279631868","https://openalex.org/W793737040","https://openalex.org/W1499884756","https://openalex.org/W1541280084","https://openalex.org/W1968072657","https://openalex.org/W2050792323","https://openalex.org/W2063782051","https://openalex.org/W2073068515","https://openalex.org/W2098865355","https://openalex.org/W2100960835","https://openalex.org/W2109062107","https://openalex.org/W2109304399","https://openalex.org/W2120898858","https://openalex.org/W2131608330","https://openalex.org/W2134305421","https://openalex.org/W2140890285","https://openalex.org/W2145333157","https://openalex.org/W2151401338","https://openalex.org/W2153209865","https://openalex.org/W2170493558","https://openalex.org/W2267283990","https://openalex.org/W2273748629","https://openalex.org/W2294447324","https://openalex.org/W2295734738","https://openalex.org/W2339954278","https://openalex.org/W2466887399","https://openalex.org/W2514819328","https://openalex.org/W2560051878","https://openalex.org/W2811176066","https://openalex.org/W3006251828","https://openalex.org/W6675359311","https://openalex.org/W6676354425","https://openalex.org/W6681225307"],"related_works":["https://openalex.org/W2964292840","https://openalex.org/W2796721289","https://openalex.org/W3134785501","https://openalex.org/W2032915207","https://openalex.org/W3010131536","https://openalex.org/W2979502448","https://openalex.org/W2953166840","https://openalex.org/W1859972706","https://openalex.org/W2128041916","https://openalex.org/W2923142034","https://openalex.org/W2295635891","https://openalex.org/W2506585312","https://openalex.org/W2026061951","https://openalex.org/W1479926192","https://openalex.org/W2400628527","https://openalex.org/W2165855390","https://openalex.org/W41346351","https://openalex.org/W1595827613","https://openalex.org/W2951272270","https://openalex.org/W2998519176"],"abstract_inverted_index":{"An":[0],"important":[1],"class":[2],"of":[3,97,100,117],"game-theoretic":[4],"incentive":[5,58,118],"mechanisms":[6,64],"for":[7],"eliciting":[8],"effort":[9],"from":[10,103],"a":[11,79,88,114],"crowd":[12],"are":[13,21],"the":[14,37,61,98,101,110],"peer":[15,62],"based":[16,63],"mechanisms,":[17],"in":[18],"which":[19],"workers":[20,38,71,90,102],"paid":[22],"by":[23],"matching":[24],"their":[25,49,104],"answers":[26],"with":[27],"one":[28],"another.":[29],"The":[30],"other":[31],"classic":[32],"mechanism":[33,55,81,112],"is":[34],"to":[35,48,69,86,94],"have":[36],"solve":[39],"some":[40],"gold":[41,52,67,84],"standard":[42],"tasks":[43,68,85],"and":[44,91,120],"pay":[45],"them":[46],"according":[47],"accuracy":[50,96],"on":[51],"tasks.":[53],"This":[54],"ensures":[56,113],"stronger":[57],"compatibility":[59,119],"than":[60],"but":[65],"assigning":[66],"all":[70],"becomes":[72],"inefficient":[73],"at":[74],"large":[75],"scale.":[76],"We":[77,107],"propose":[78],"novel":[80],"that":[82,109],"assigns":[83],"only":[87],"few":[89],"exploits":[92],"transitivity":[93],"derive":[95],"rest":[99],"peers\u2019":[105],"accuracy.":[106],"show":[108],"resulting":[111],"dominant":[115],"notion":[116],"fairness.":[121]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
