{"id":"https://openalex.org/W7160381041","doi":"https://doi.org/10.48550/arxiv.2605.03419","title":"Beyond Distributive Justice: Hermeneutical Fairness in Ad Delivery","display_name":"Beyond Distributive Justice: Hermeneutical Fairness in Ad Delivery","publication_year":2026,"publication_date":"2026-05-05","ids":{"openalex":"https://openalex.org/W7160381041","doi":"https://doi.org/10.48550/arxiv.2605.03419"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.03419","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.03419","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.03419","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135460241","display_name":"Camilla Quaresmini","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quaresmini, Camilla","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057454932","display_name":"Valentina Breschi","orcid":"https://orcid.org/0000-0002-1533-7349"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Breschi, Valentina","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024228506","display_name":"Jessica Leoni","orcid":"https://orcid.org/0000-0003-2237-1171"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leoni, Jessica","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067908103","display_name":"Viola Schiaffonati","orcid":"https://orcid.org/0000-0001-9127-6165"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schiaffonati, Viola","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004167071","display_name":"Mara Tanelli","orcid":"https://orcid.org/0000-0002-7172-0203"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tanelli, Mara","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5135429720","display_name":"Giulia De Pasquale","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"De Pasquale, Giulia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.17149999737739563,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.17149999737739563,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.04859999939799309,"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"}},{"id":"https://openalex.org/T10145","display_name":"Consumer Behavior in Brand Consumption and Identification","score":0.042899999767541885,"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/distributive-justice","display_name":"Distributive justice","score":0.763700008392334},{"id":"https://openalex.org/keywords/distributive-property","display_name":"Distributive property","score":0.7394000291824341},{"id":"https://openalex.org/keywords/disadvantaged","display_name":"Disadvantaged","score":0.6632999777793884},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.6262000203132629},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.42590001225471497},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.41179999709129333},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.3716999888420105},{"id":"https://openalex.org/keywords/economic-justice","display_name":"Economic Justice","score":0.36239999532699585}],"concepts":[{"id":"https://openalex.org/C2780129364","wikidata":"https://www.wikidata.org/wiki/Q552284","display_name":"Distributive justice","level":3,"score":0.763700008392334},{"id":"https://openalex.org/C11821877","wikidata":"https://www.wikidata.org/wiki/Q187959","display_name":"Distributive property","level":2,"score":0.7394000291824341},{"id":"https://openalex.org/C2780623907","wikidata":"https://www.wikidata.org/wiki/Q106394435","display_name":"Disadvantaged","level":2,"score":0.6632999777793884},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.6262000203132629},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.47690001130104065},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.43320000171661377},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.42590001225471497},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.41179999709129333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4075999855995178},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3928999900817871},{"id":"https://openalex.org/C118084267","wikidata":"https://www.wikidata.org/wiki/Q26110","display_name":"Positive economics","level":1,"score":0.3763999938964844},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.3716999888420105},{"id":"https://openalex.org/C139621336","wikidata":"https://www.wikidata.org/wiki/Q3190382","display_name":"Economic Justice","level":2,"score":0.36239999532699585},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.3603000044822693},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.33730000257492065},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3328000009059906},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32409998774528503},{"id":"https://openalex.org/C45555294","wikidata":"https://www.wikidata.org/wiki/Q28113351","display_name":"Inequality","level":2,"score":0.319599986076355},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.31139999628067017},{"id":"https://openalex.org/C2777152325","wikidata":"https://www.wikidata.org/wiki/Q108163","display_name":"Proposition","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C2777256151","wikidata":"https://www.wikidata.org/wiki/Q7897273","display_name":"Unpacking","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.2745000123977661},{"id":"https://openalex.org/C190253527","wikidata":"https://www.wikidata.org/wiki/Q295354","display_name":"Law and economics","level":1,"score":0.2689000070095062},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C2776088982","wikidata":"https://www.wikidata.org/wiki/Q841402","display_name":"Silver bullet","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2583000063896179},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.03419","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.03419","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.03419","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.03419","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.787792444229126,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Fairness":[0],"in":[1,72,101],"online":[2,27,226],"advertising":[3,28,227],"is":[4],"often":[5],"formalized":[6],"as":[7,62],"a":[8,63,114,120,129,141],"distributive":[9,138,167,195,209,229],"justice":[10],"problem,":[11],"aiming":[12],"to":[13,84,182,231],"ensure":[14],"that":[15,65,135,147,176],"impressions,":[16],"opportunities,":[17],"or":[18,97],"outcomes":[19],"are":[20,193],"allocated":[21],"comparably":[22],"across":[23],"protected":[24,155],"groups.":[25,156],"Yet":[26],"can":[29,70,77,211],"still":[30],"produce":[31],"harms":[32],"arising":[33],"from":[34,38,105,152],"ads'":[35],"content":[36],"and":[37,42,69,87,119,150,170,237],"how":[39],"recipients":[40,88],"interpret":[41],"uptake":[43],"them.":[44],"To":[45],"capture":[46],"this":[47],"dimension,":[48],"we":[49,112,160],"draw":[50],"on":[51,215],"Miranda":[52],"Fricker's":[53],"notion":[54],"of":[55,190,225,235],"hermeneutical":[56,85,91,116,171,188,198,206],"injustice.":[57],"We":[58,125],"model":[59],"ad":[60,132],"delivery":[61],"mechanism":[64],"distributes":[66],"interpretative":[67],"resources":[68],"fail":[71],"two":[73],"ways:":[74],"relevant":[75],"concepts":[76],"be":[78],"withheld":[79],"through":[80],"systematic":[81],"under-exposure,":[82],"leading":[83],"deprivation;":[86],"may":[89],"experience":[90],"distortions":[92],"when":[93],"saturated":[94],"with":[95],"low-uptake":[96],"skewed":[98],"framings.":[99],"Grounded":[100],"exploratory":[102],"correlational":[103],"patterns":[104],"the":[106,183,187,216],"AIDS":[107],"Advertising":[108],"Evaluation":[109],"surveys":[110],"(1986-1987),":[111],"introduce":[113],"group-level":[115],"fairness":[117,168,223],"constraint":[118],"hermeneutically":[121,144],"aware":[122,145],"utility":[123,202],"cost.":[124,172],"integrate":[126],"them":[127],"into":[128],"benchmark,":[130],"utility-driven":[131],"allocation":[133,179],"framework":[134,146],"already":[136],"enforces":[137],"justice,":[139],"yielding":[140],"distributively":[142],"fair,":[143],"prevents":[148],"deprivation":[149],"distortion":[151],"concentrating":[153],"within":[154],"Through":[157],"controlled":[158],"simulations,":[159],"explore":[161],"trade-offs":[162],"between":[163],"economic":[164],"utility,":[165],"classical":[166],"constraints,":[169],"The":[173],"results":[174],"show":[175],"purely":[177],"utility-based":[178],"drives":[180],"under-delivery":[181],"disadvantaged":[184,217],"group.":[185,218],"When":[186],"stakes":[189],"withholding":[191],"ads":[192],"high,":[194],"constraints":[196,210],"reduce":[197],"cost":[199,207],"at":[200],"modest":[201],"loss.":[203],"Conversely,":[204],"weighting":[205],"without":[208],"yield":[212],"policies":[213],"concentrated":[214],"These":[219],"findings":[220],"motivate":[221],"expanding":[222],"analyses":[224],"beyond":[228],"notions":[230],"include":[232],"epistemic":[233],"conditions":[234],"interpretation":[236],"uptake.":[238]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-05-07T00:00:00"}
