{"id":"https://openalex.org/W4288748464","doi":"https://doi.org/10.1007/s10458-022-09569-3","title":"Towards an axiomatic approach to truth discovery","display_name":"Towards an axiomatic approach to truth discovery","publication_year":2022,"publication_date":"2022-07-30","ids":{"openalex":"https://openalex.org/W4288748464","doi":"https://doi.org/10.1007/s10458-022-09569-3"},"language":"en","primary_location":{"id":"doi:10.1007/s10458-022-09569-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10458-022-09569-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10458-022-09569-3.pdf","source":{"id":"https://openalex.org/S5405189","display_name":"Autonomous Agents and Multi-Agent Systems","issn_l":"1387-2532","issn":["1387-2532","1573-7454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Autonomous Agents and Multi-Agent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10458-022-09569-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042826457","display_name":"Joseph Singleton","orcid":"https://orcid.org/0000-0002-3403-8328"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Joseph Singleton","raw_affiliation_strings":["Cardiff University, Cardiff, UK"],"raw_orcid":"https://orcid.org/0000-0002-3403-8328","affiliations":[{"raw_affiliation_string":"Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063501905","display_name":"Richard Booth","orcid":"https://orcid.org/0000-0002-6647-6381"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Booth","raw_affiliation_strings":["Cardiff University, Cardiff, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042826457"],"corresponding_institution_ids":["https://openalex.org/I79510175"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":0.4012,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69899463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"36","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9997000098228455,"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":0.9997000098228455,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10028","display_name":"Topic Modeling","score":0.9909999966621399,"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/axiom","display_name":"Axiom","score":0.8424725532531738},{"id":"https://openalex.org/keywords/impossibility","display_name":"Impossibility","score":0.7491662502288818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6269944310188293},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.5582044720649719},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.5408369302749634},{"id":"https://openalex.org/keywords/social-choice-theory","display_name":"Social choice theory","score":0.5386224985122681},{"id":"https://openalex.org/keywords/axiomatic-system","display_name":"Axiomatic system","score":0.500624418258667},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42301246523857117},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39470165967941284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3475613594055176},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.29932618141174316},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24388611316680908},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08146652579307556}],"concepts":[{"id":"https://openalex.org/C167729594","wikidata":"https://www.wikidata.org/wiki/Q17736","display_name":"Axiom","level":2,"score":0.8424725532531738},{"id":"https://openalex.org/C2776261394","wikidata":"https://www.wikidata.org/wiki/Q315562","display_name":"Impossibility","level":2,"score":0.7491662502288818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6269944310188293},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.5582044720649719},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.5408369302749634},{"id":"https://openalex.org/C189352744","wikidata":"https://www.wikidata.org/wiki/Q1971461","display_name":"Social choice theory","level":2,"score":0.5386224985122681},{"id":"https://openalex.org/C125773388","wikidata":"https://www.wikidata.org/wiki/Q792542","display_name":"Axiomatic system","level":3,"score":0.500624418258667},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42301246523857117},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39470165967941284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3475613594055176},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.29932618141174316},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24388611316680908},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08146652579307556},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10458-022-09569-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10458-022-09569-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10458-022-09569-3.pdf","source":{"id":"https://openalex.org/S5405189","display_name":"Autonomous Agents and Multi-Agent Systems","issn_l":"1387-2532","issn":["1387-2532","1573-7454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Autonomous Agents and Multi-Agent Systems","raw_type":"journal-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:150628","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1007/s10458-022-09569-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10458-022-09569-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10458-022-09569-3.pdf","source":{"id":"https://openalex.org/S5405189","display_name":"Autonomous Agents and Multi-Agent Systems","issn_l":"1387-2532","issn":["1387-2532","1573-7454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Autonomous Agents and Multi-Agent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4288748464.pdf","grobid_xml":"https://content.openalex.org/works/W4288748464.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W587373156","https://openalex.org/W1541280084","https://openalex.org/W1553372930","https://openalex.org/W1586964395","https://openalex.org/W1667830255","https://openalex.org/W1979698145","https://openalex.org/W1988560072","https://openalex.org/W2003684739","https://openalex.org/W2007807962","https://openalex.org/W2034771068","https://openalex.org/W2073545563","https://openalex.org/W2089492940","https://openalex.org/W2118388899","https://openalex.org/W2121974408","https://openalex.org/W2128765029","https://openalex.org/W2138621811","https://openalex.org/W2138621916","https://openalex.org/W2155189155","https://openalex.org/W2159296364","https://openalex.org/W2162237605","https://openalex.org/W2164361866","https://openalex.org/W2171809879","https://openalex.org/W2216085305","https://openalex.org/W2345285933","https://openalex.org/W2377151214","https://openalex.org/W2484891765","https://openalex.org/W2505897049","https://openalex.org/W2517949640","https://openalex.org/W2584297289","https://openalex.org/W2738439555","https://openalex.org/W2743605915","https://openalex.org/W2770385841","https://openalex.org/W2775356715","https://openalex.org/W2809476703","https://openalex.org/W2895129310","https://openalex.org/W2897047692","https://openalex.org/W2904686669","https://openalex.org/W2911259039","https://openalex.org/W3101757358","https://openalex.org/W3146405685","https://openalex.org/W4246753198","https://openalex.org/W4296288933","https://openalex.org/W4300666002","https://openalex.org/W4323540216","https://openalex.org/W6632697966","https://openalex.org/W6632898127","https://openalex.org/W6639055396","https://openalex.org/W6723900344","https://openalex.org/W6758022139","https://openalex.org/W6761714218","https://openalex.org/W6774851223","https://openalex.org/W6834409951"],"related_works":["https://openalex.org/W4298211122","https://openalex.org/W1873650224","https://openalex.org/W152685046","https://openalex.org/W2119231956","https://openalex.org/W70412040","https://openalex.org/W3142901968","https://openalex.org/W4288748464","https://openalex.org/W2964222967","https://openalex.org/W3193209936","https://openalex.org/W2950053673"],"abstract_inverted_index":{"Abstract":[0],"The":[1,35],"problem":[2,36],"of":[3,8,18,27,47,53,63,121,159,174],"truth":[4,72,114,134],"discovery":[5,73,115,135],",":[6],"i.e.,":[7],"trying":[9],"to":[10,165,202,205],"find":[11,189],"the":[12,41,44,51,61,64,66,152,160,175,203],"true":[13],"facts":[14,48,65],"concerning":[15],"a":[16,111,137,171,183],"number":[17],"objects":[19],"based":[20,123],"on":[21,50,60,100,125],"reports":[22],"from":[23],"various":[24,143],"information":[25],"sources":[26,67],"unknown":[28],"trustworthiness,":[29],"has":[30,80],"received":[31],"increased":[32],"attention":[33],"recently.":[34],"is":[37,93],"made":[38],"interesting":[39],"by":[40,85],"fact":[42],"that":[43,145,170],"relative":[45],"believability":[46,62],"depends":[49,59],"trustworthiness":[52],"their":[54,78,126],"sources,":[55],"which":[56,116,181],"in":[57],"turn":[58],"report.":[68],"Several":[69],"algorithms":[70,98,122,204],"for":[71,113],"have":[74],"been":[75,82],"proposed,":[76],"but":[77],"evaluation":[79,120],"mainly":[81],"performed":[83],"experimentally":[84],"computing":[86],"accuracy":[87],"against":[88],"large":[89],"datasets.":[90],"Furthermore,":[91],"it":[92],"often":[94],"unclear":[95],"how":[96],"these":[97,208],"behave":[99],"an":[101,156,166],"intuitive":[102],"level.":[103],"In":[104],"this":[105],"paper":[106],"we":[107,132,154],"take":[108],"steps":[109],"towards":[110],"framework":[112],"allows":[117],"comparison":[118],"and":[119,141,199],"instead":[124],"theoretical":[127],"properties.":[128],"To":[129],"do":[130,196],"so":[131],"pose":[133],"as":[136],"social":[138],"choice":[139],"problem,":[140],"formulate":[142],"axioms":[144,176,182,195],"any":[146],"reasonable":[147],"algorithm":[148,186],"should":[149],"satisfy.":[150],"Along":[151],"way":[153],"provide":[155],"axiomatic":[157],"characterisation":[158],"baseline":[161],"\u2018Voting\u2019":[162],"algorithm\u2014which":[163],"leads":[164],"impossibility":[167],"result":[168],"showing":[169],"certain":[172],"combination":[173],"cannot":[177],"hold":[178],"simultaneously\u2014and":[179],"check":[180],"particular":[184],"well-known":[185],"satisfies.":[187],"We":[188],"that,":[190],"surprisingly,":[191],"our":[192],"more":[193],"fundamental":[194],"not":[197],"hold,":[198],"propose":[200],"modifications":[201],"partially":[206],"fix":[207],"problems.":[209]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
