{"id":"https://openalex.org/W7163038765","doi":"https://doi.org/10.1145/3774935.3806787","title":"Productively Wrong: How Auditing Open Profiles Enhances Interest Awareness and Reflection in Movie Recommenders","display_name":"Productively Wrong: How Auditing Open Profiles Enhances Interest Awareness and Reflection in Movie Recommenders","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7163038765","doi":"https://doi.org/10.1145/3774935.3806787"},"language":null,"primary_location":{"id":"doi:10.1145/3774935.3806787","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774935.3806787","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3774935.3806787","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014964023","display_name":"Ruixuan Sun","orcid":"https://orcid.org/0000-0003-4653-0384"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruixuan Sun","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, MINNEAPOLIS, MN, USA"],"raw_orcid":"https://orcid.org/0000-0003-4653-0384","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, MINNEAPOLIS, MN, USA","institution_ids":["https://openalex.org/I130238516","https://openalex.org/I2800403580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137610415","display_name":"Junyuan Wang","orcid":"https://orcid.org/0009-0007-8743-0642"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I2800403580","display_name":"University of Minnesota System","ror":"https://ror.org/03grvy078","country_code":"US","type":"education","lineage":["https://openalex.org/I2800403580"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junyuan Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, MINNEAPOLIS, MN, USA"],"raw_orcid":"https://orcid.org/0009-0007-8743-0642","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, MINNEAPOLIS, MN, USA","institution_ids":["https://openalex.org/I130238516","https://openalex.org/I2800403580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102610813","display_name":"Sanjali Roy","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjali Roy","raw_affiliation_strings":["University of California, Berkeley, Berkeley, California, USA"],"raw_orcid":"https://orcid.org/0009-0008-4901-3837","affiliations":[{"raw_affiliation_string":"University of California, Berkeley, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137548597","display_name":"Joseph Konstan","orcid":"https://orcid.org/0000-0002-7788-2748"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Konstan","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Minnesota, Minneapolis, Minnesota, USA"],"raw_orcid":"https://orcid.org/0000-0002-7788-2748","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Minnesota, Minneapolis, Minnesota, USA","institution_ids":["https://openalex.org/I130238516"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.81473723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"424","last_page":"428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.3296000063419342,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.3296000063419342,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.1639000028371811,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.05829999968409538,"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/audit","display_name":"Audit","score":0.7358999848365784},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6432999968528748},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.5863000154495239},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5527999997138977},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.49070000648498535},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4415999948978424},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4090999960899353},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.39820000529289246}],"concepts":[{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.7358999848365784},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6432999968528748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6097000241279602},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.5863000154495239},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5527999997138977},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.49070000648498535},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4674000144004822},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4415999948978424},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4090999960899353},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4056999981403351},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.39820000529289246},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3840999901294708},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37139999866485596},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.34769999980926514},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3402999937534332},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3125999867916107},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.30219998955726624},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2854999899864197},{"id":"https://openalex.org/C2780535194","wikidata":"https://www.wikidata.org/wiki/Q309901","display_name":"Open data","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C2984870255","wikidata":"https://www.wikidata.org/wiki/Q5196451","display_name":"User engagement","level":2,"score":0.27559998631477356},{"id":"https://openalex.org/C2777877512","wikidata":"https://www.wikidata.org/wiki/Q1116097","display_name":"Common ground","level":2,"score":0.2736000120639801},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3774935.3806787","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774935.3806787","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3774935.3806787","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3774935.3806787","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G60678940","display_name":"Collaborative Research: CCRI: New: A Research News Recommender Infrastructure with Live Users for Algorithm and Interface Experimentation","funder_award_id":"2232551","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W58813315","https://openalex.org/W891400952","https://openalex.org/W2037351199","https://openalex.org/W2050113838","https://openalex.org/W2052172806","https://openalex.org/W2099001635","https://openalex.org/W2125330369","https://openalex.org/W2127806497","https://openalex.org/W2153900280","https://openalex.org/W2947612811","https://openalex.org/W3014901735","https://openalex.org/W3093388512","https://openalex.org/W3200952962","https://openalex.org/W4281263000","https://openalex.org/W4309618087","https://openalex.org/W4311125760","https://openalex.org/W4385713972","https://openalex.org/W4386148680","https://openalex.org/W4400106150","https://openalex.org/W4406053379","https://openalex.org/W4408421713","https://openalex.org/W4409973718"],"related_works":[],"abstract_inverted_index":{"Open":[0],"User":[1],"Models":[2],"(OUM)":[3],"leverage":[4],"natural":[5],"language":[6],"to":[7,18,55,104,128],"help":[8],"users":[9,54,136],"scrutinize":[10],"their":[11,139],"interests,":[12],"moving":[13],"beyond":[14],"opaque":[15],"behavioral":[16],"logs":[17],"establish":[19],"a":[20,37,114,126],"ground":[21],"truth":[22],"of":[23],"user":[24,130],"preference.":[25],"Building":[26],"on":[27,61],"this":[28,51,95],"foundation,":[29],"we":[30,74],"introduce":[31],"an":[32,66],"LLM-generated":[33],"open":[34],"profile":[35,96],"for":[36,113],"live":[38],"movie":[39],"recommender":[40],"system":[41],"that":[42,76,94],"presents":[43],"editable,":[44],"personalized":[45],"interest":[46],"summaries.":[47],"Unlike":[48],"static":[49],"profiles,":[50],"design":[52,117],"invites":[53],"directly":[56],"inspect,":[57],"audit,":[58],"and":[59,87,109],"reflect":[60],"the":[62],"system\u2019s":[63],"inferences.":[64],"In":[65],"eight-week":[67],"field":[68],"deployment":[69],"with":[70],"1,775":[71],"active":[72],"users,":[73],"found":[75],"participants":[77],"actively":[78,137],"engaged":[79],"in":[80],"preference":[81],"construction,":[82],"specifically":[83],"pruning":[84],"inaccurate":[85],"dislikes":[86],"refining":[88],"nuanced":[89],"tastes.":[90],"Our":[91],"results":[92],"show":[93],"auditing":[97],"process":[98],"encourages":[99],"high-efficiency":[100],"maintenance":[101],"behavior,":[102],"leading":[103],"significantly":[105],"increased":[106],"reflection":[107],"activity":[108],"engagement.":[110],"We":[111],"advocate":[112],"Productively":[115],"Wrong":[116],"strategy,":[118],"where":[119,135],"exposing":[120],"mild":[121],"AI":[122],"inaccuracies":[123],"serves":[124],"as":[125],"catalyst":[127],"stimulate":[129],"intervention,":[131],"fostering":[132],"transparent":[133],"systems":[134],"curate":[138],"digital":[140],"identity.":[141]},"counts_by_year":[],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2026-06-02T00:00:00"}
