{"id":"https://openalex.org/W4415087813","doi":"https://doi.org/10.1145/3772318.3791914","title":"Rethinking User Empowerment in AI Recommender System: Innovating Transparent and Controllable Interfaces","display_name":"Rethinking User Empowerment in AI Recommender System: Innovating Transparent and Controllable Interfaces","publication_year":2026,"publication_date":"2026-04-13","ids":{"openalex":"https://openalex.org/W4415087813","doi":"https://doi.org/10.1145/3772318.3791914"},"language":"en","primary_location":{"id":"doi:10.1145/3772318.3791914","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3772318.3791914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2509.11098","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109455321","display_name":"Mengke Wu","orcid":"https://orcid.org/0000-0002-7680-9055"},"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":"Mengke Wu","raw_affiliation_strings":["School of Information Sciences, University of Illinois Urbana-Champaign, Champaign, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-7680-9055","affiliations":[{"raw_affiliation_string":"School of Information Sciences, University of Illinois Urbana-Champaign, Champaign, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026997154","display_name":"Weizi Liu","orcid":"https://orcid.org/0000-0003-2071-1603"},"institutions":[{"id":"https://openalex.org/I128956969","display_name":"Texas Christian University","ror":"https://ror.org/054b0b564","country_code":"US","type":"education","lineage":["https://openalex.org/I128956969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weizi Liu","raw_affiliation_strings":["Bob Schieffer College of Communication, Texas Christian University, Fort Worth, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0003-2071-1603","affiliations":[{"raw_affiliation_string":"Bob Schieffer College of Communication, Texas Christian University, Fort Worth, Texas, USA","institution_ids":["https://openalex.org/I128956969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040557681","display_name":"Yanyun Wang","orcid":"https://orcid.org/0000-0002-2100-1366"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]},{"id":"https://openalex.org/I2802236040","display_name":"University of Colorado System","ror":"https://ror.org/00jc20583","country_code":"US","type":"education","lineage":["https://openalex.org/I2802236040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanyun Wang","raw_affiliation_strings":["College of Communication, Media, Design and Information, University of Colorado Boulder, Boulder, Colorado, USA"],"raw_orcid":"https://orcid.org/0000-0002-2100-1366","affiliations":[{"raw_affiliation_string":"College of Communication, Media, Design and Information, University of Colorado Boulder, Boulder, Colorado, USA","institution_ids":["https://openalex.org/I2802236040","https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Weiyu Ding","orcid":"https://orcid.org/0009-0007-5944-5492"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]},{"id":"https://openalex.org/I2802236040","display_name":"University of Colorado System","ror":"https://ror.org/00jc20583","country_code":"US","type":"education","lineage":["https://openalex.org/I2802236040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weiyu Ding","raw_affiliation_strings":["College of Communication, Media, Design and Information, University of Colorado Boulder, Boulder, Colorado, USA"],"raw_orcid":"https://orcid.org/0009-0007-5944-5492","affiliations":[{"raw_affiliation_string":"College of Communication, Media, Design and Information, University of Colorado Boulder, Boulder, Colorado, USA","institution_ids":["https://openalex.org/I2802236040","https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035243243","display_name":"Mike Yao","orcid":"https://orcid.org/0000-0002-6429-0233"},"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":"Mike Yao","raw_affiliation_strings":["Institute of Communications Research, University of Illinois Urbana-Champaign, Champaign, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-6429-0233","affiliations":[{"raw_affiliation_string":"Institute of Communications Research, University of Illinois Urbana-Champaign, Champaign, Illinois, USA","institution_ids":["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":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00167677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.95660001039505,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.95660001039505,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9269999861717224,"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/personalization","display_name":"Personalization","score":0.90829998254776},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7017999887466431},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.5683000087738037},{"id":"https://openalex.org/keywords/autonomy","display_name":"Autonomy","score":0.5633999705314636},{"id":"https://openalex.org/keywords/agency","display_name":"Agency (philosophy)","score":0.5185999870300293},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5074999928474426},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4909999966621399},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4715999960899353}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.90829998254776},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7017999887466431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6816999912261963},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.5683000087738037},{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.5633999705314636},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.5185999870300293},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5074999928474426},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4909999966621399},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.477400004863739},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4715999960899353},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4465000033378601},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4440000057220459},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.41110000014305115},{"id":"https://openalex.org/C20555606","wikidata":"https://www.wikidata.org/wiki/Q868575","display_name":"Empowerment","level":2,"score":0.4034000039100647},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3869999945163727},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3849000036716461},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.38429999351501465},{"id":"https://openalex.org/C2984870255","wikidata":"https://www.wikidata.org/wiki/Q5196451","display_name":"User engagement","level":2,"score":0.349700003862381},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.3440999984741211},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3010999858379364},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2842000126838684}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/3772318.3791914","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3772318.3791914","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2509.11098","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2509.11098","pdf_url":"https://arxiv.org/pdf/2509.11098","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:arXiv.org:2509.11098","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2509.11098","pdf_url":"https://arxiv.org/pdf/2509.11098","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:doi:10.48550/arxiv.2509.11098","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2509.11098","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2509.11098","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2509.11098","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2509.11098","pdf_url":"https://arxiv.org/pdf/2509.11098","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"AI-driven":[0,147],"recommender":[1,138],"systems":[2,139],"are":[3],"often":[4],"perceived":[5],"as":[6],"personalization":[7,80,127],"black":[8],"boxes,":[9],"limiting":[10],"users'":[11,121],"ability":[12],"to":[13,23,93],"understand":[14,82],"how":[15,33,74,83],"their":[16,84],"data":[17,56],"shapes":[18],"content":[19,148],"(information":[20],"asymmetry)":[21],"or":[22],"influence":[24,86,125],"system":[25],"behavior":[26],"meaningfully":[27],"(power":[28],"asymmetry).":[29],"This":[30],"study":[31],"explores":[32],"design":[34],"can":[35],"strengthen":[36],"user":[37,142],"agency":[38],"by":[39],"integrating":[40],"transparency":[41],"with":[42,70,133],"actionable":[43],"control.":[44],"We":[45,105],"developed":[46],"a":[47],"provotype":[48],"that":[49,140],"introduces":[50],"new":[51],"interface":[52,131],"features":[53,76],"for":[54,109,123,136],"managing":[55],"use,":[57],"discovering":[58],"varied":[59],"content,":[60],"and":[61,68,99,112,128,144],"configuring":[62],"context-based":[63],"recommending":[64],"modes.":[65],"The":[66],"walkthroughs":[67],"interviews":[69],"19":[71],"participants":[72],"show":[73],"these":[75],"help":[77],"users":[78],"interpret":[79],"signals,":[81],"actions":[85],"outcomes,":[87],"address":[88],"concerns":[89],"from":[90],"unwanted":[91],"inference":[92],"narrow":[94],"feeds":[95],"(e.g.,":[96],"filter":[97],"bubbles),":[98],"build":[100],"trust":[101],"in":[102,146],"the":[103],"system.":[104],"also":[106],"identify":[107],"strategies":[108],"promoting":[110],"adoption":[111],"awareness":[113],"of":[114],"agency-enhancing":[115],"features.":[116],"Overall,":[117],"our":[118],"findings":[119],"reaffirm":[120],"desire":[122],"active":[124],"over":[126],"contribute":[129],"concrete":[130],"mechanisms":[132],"empirical":[134],"insights":[135],"designing":[137],"foreground":[141],"autonomy":[143],"fairness":[145],"delivery.":[149]},"counts_by_year":[],"updated_date":"2026-06-29T08:53:18.405633","created_date":"2025-10-12T00:00:00"}
