{"id":"https://openalex.org/W2796410451","doi":"https://doi.org/10.1145/3173574.3174006","title":"Communicating Algorithmic Process in Online Behavioral Advertising","display_name":"Communicating Algorithmic Process in Online Behavioral Advertising","publication_year":2018,"publication_date":"2018-04-20","ids":{"openalex":"https://openalex.org/W2796410451","doi":"https://doi.org/10.1145/3173574.3174006","mag":"2796410451"},"language":"en","primary_location":{"id":"doi:10.1145/3173574.3174006","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3173574.3174006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-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/A5054624773","display_name":"Motahhare Eslami","orcid":"https://orcid.org/0000-0002-1499-3045"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Motahhare Eslami","raw_affiliation_strings":["University of Illinois at Urbana-Champaign &amp; Adobe Systems, Urbana, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign &amp; Adobe Systems, Urbana, IL, USA","institution_ids":["https://openalex.org/I1306409833","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069047639","display_name":"Sneha R. Krishna Kumaran","orcid":"https://orcid.org/0000-0001-7211-5665"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sneha R. Krishna Kumaran","raw_affiliation_strings":["University of Illinois at Urbana Champaign, Urbana, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082707744","display_name":"Christian Sandvig","orcid":"https://orcid.org/0000-0002-9025-536X"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christian Sandvig","raw_affiliation_strings":["University of Michigan, Ann Arbor, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075056899","display_name":"Karrie Karahalios","orcid":"https://orcid.org/0000-0001-8788-3405"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karrie Karahalios","raw_affiliation_strings":["University of Illinois at Urbana-Champaign &amp; Adobe Systems, Urbana, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign &amp; Adobe Systems, Urbana, IL, USA","institution_ids":["https://openalex.org/I1306409833","https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":26.9391,"has_fulltext":false,"cited_by_count":163,"citation_normalized_percentile":{"value":0.99635184,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"13"},"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":0.991599977016449,"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":0.991599977016449,"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/T12335","display_name":"Sexuality, Behavior, and Technology","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9908999800682068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7525728940963745},{"id":"https://openalex.org/keywords/online-advertising","display_name":"Online advertising","score":0.594491720199585},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5669928193092346},{"id":"https://openalex.org/keywords/contextual-advertising","display_name":"Contextual advertising","score":0.5389915108680725},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5013320446014404},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.500112771987915},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.4997982978820801},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.49451515078544617},{"id":"https://openalex.org/keywords/targeted-advertising","display_name":"Targeted advertising","score":0.47277334332466125},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.371348112821579},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3626667261123657},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.339313268661499},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.2139989137649536},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11014235019683838},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09825131297111511},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08160936832427979}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7525728940963745},{"id":"https://openalex.org/C512338625","wikidata":"https://www.wikidata.org/wiki/Q624902","display_name":"Online advertising","level":3,"score":0.594491720199585},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5669928193092346},{"id":"https://openalex.org/C70133500","wikidata":"https://www.wikidata.org/wiki/Q1815904","display_name":"Contextual advertising","level":4,"score":0.5389915108680725},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5013320446014404},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.500112771987915},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.4997982978820801},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.49451515078544617},{"id":"https://openalex.org/C2777459780","wikidata":"https://www.wikidata.org/wiki/Q1628411","display_name":"Targeted advertising","level":2,"score":0.47277334332466125},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.371348112821579},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3626667261123657},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.339313268661499},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2139989137649536},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11014235019683838},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09825131297111511},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08160936832427979},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3173574.3174006","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3173574.3174006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W202799293","https://openalex.org/W643611621","https://openalex.org/W646783305","https://openalex.org/W1578260938","https://openalex.org/W1604857681","https://openalex.org/W1640628807","https://openalex.org/W1749059571","https://openalex.org/W1975290931","https://openalex.org/W1989630473","https://openalex.org/W1994606570","https://openalex.org/W2001468398","https://openalex.org/W2060450456","https://openalex.org/W2061831106","https://openalex.org/W2089566520","https://openalex.org/W2100074487","https://openalex.org/W2134584261","https://openalex.org/W2136378765","https://openalex.org/W2152065333","https://openalex.org/W2167893057","https://openalex.org/W2167984346","https://openalex.org/W2266124366","https://openalex.org/W2321988865","https://openalex.org/W2338029724","https://openalex.org/W2397080596","https://openalex.org/W2403343111","https://openalex.org/W2405896853","https://openalex.org/W2415222751","https://openalex.org/W2467510144","https://openalex.org/W2474972129","https://openalex.org/W2498041801","https://openalex.org/W2546413942","https://openalex.org/W2588334051","https://openalex.org/W2610850748","https://openalex.org/W2611652454","https://openalex.org/W2621141770","https://openalex.org/W2735886174","https://openalex.org/W2753752286","https://openalex.org/W2793294490","https://openalex.org/W2798682172","https://openalex.org/W2902302393","https://openalex.org/W3122546058","https://openalex.org/W4205713801","https://openalex.org/W4240266525","https://openalex.org/W6833112970"],"related_works":["https://openalex.org/W2334894004","https://openalex.org/W4245966242","https://openalex.org/W798724878","https://openalex.org/W2547194909","https://openalex.org/W2048003064","https://openalex.org/W2147949663","https://openalex.org/W2105010137","https://openalex.org/W2371012911","https://openalex.org/W2388311475","https://openalex.org/W2101453512"],"abstract_inverted_index":{"Advertisers":[0],"develop":[1],"algorithms":[2,84,130],"to":[3,40,74,80,110,119,124,143],"select":[4],"the":[5,12,52],"most":[6],"relevant":[7],"advertisements":[8],"for":[9,21],"users.":[10],"However,":[11,47],"opacity":[13],"of":[14,51],"these":[15],"algorithms,":[16],"along":[17,105],"with":[18,106],"their":[19,111,120],"potential":[20],"violating":[22],"user":[23,27],"privacy,":[24],"has":[25],"decreased":[26],"trust":[28],"and":[29,60,88],"preference":[30],"in":[31,44],"behavioral":[32,45],"advertising.":[33,46],"To":[34,67],"mitigate":[35],"this,":[36,69],"advertisers":[37,90],"have":[38],"started":[39],"communicate":[41,145],"algorithmic":[42,53],"processes":[43],"how":[48,89],"revealing":[49],"parts":[50],"process":[54],"affects":[55],"users'":[56],"perceptions":[57],"towards":[58],"ads":[59],"platforms":[61],"is":[62,78,103],"still":[63],"an":[64,76,101],"open":[65],"question.":[66],"investigate":[68],"we":[70],"exposed":[71],"32":[72],"users":[73,118],"why":[75,100],"ad":[77,102],"shown":[79],"them,":[81,87],"what":[82],"advertising":[83,129,148],"infer":[85],"about":[86,99,147],"use":[91],"this":[92],"information.":[93],"Users":[94],"preferred":[95],"interpretable,":[96],"non-creepy":[97],"explanations":[98],"presented,":[104],"a":[107],"recognizable":[108],"link":[109],"identity.":[112],"We":[113,139],"further":[114],"found":[115,127],"that":[116,128],"exposing":[117],"algorithmically-derived":[121],"attributes":[122],"led":[123],"algorithm":[125],"disillusionment---users":[126],"they":[131],"thought":[132],"were":[133,135],"perfect":[134],"far":[136],"from":[137],"it.":[138],"propose":[140],"design":[141],"implications":[142],"effectively":[144],"information":[146],"algorithms.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":21},{"year":2018,"cited_by_count":5}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}
