{"id":"https://openalex.org/W4406458600","doi":"https://doi.org/10.1109/taffc.2025.3530318","title":"Effects of Algorithmic Transparency on User Experience and Physiological Responses in Affect-Aware Task Adaptation","display_name":"Effects of Algorithmic Transparency on User Experience and Physiological Responses in Affect-Aware Task Adaptation","publication_year":2025,"publication_date":"2025-01-16","ids":{"openalex":"https://openalex.org/W4406458600","doi":"https://doi.org/10.1109/taffc.2025.3530318"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2025.3530318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2025.3530318","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-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/A5101760435","display_name":"Mohammad Sohorab Hossain","orcid":"https://orcid.org/0000-0001-5955-1008"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mohammad Sohorab Hossain","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Cincinnati, Cincinnati, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Cincinnati, Cincinnati, OH, USA","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056027059","display_name":"Joshua D. Clapp","orcid":"https://orcid.org/0000-0003-2897-5363"},"institutions":[{"id":"https://openalex.org/I12834331","display_name":"University of Wyoming","ror":"https://ror.org/01485tq96","country_code":"US","type":"education","lineage":["https://openalex.org/I12834331"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua D. Clapp","raw_affiliation_strings":["Department of Psychology, University of Wyoming, Laramie, WY, USA"],"raw_orcid":"https://orcid.org/0000-0003-2897-5363","affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Wyoming, Laramie, WY, USA","institution_ids":["https://openalex.org/I12834331"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041239768","display_name":"Domen Novak","orcid":"https://orcid.org/0000-0001-9143-2682"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vesna D. Novak","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Cincinnati, Cincinnati, OH, USA"],"raw_orcid":"https://orcid.org/0000-0001-9143-2682","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Cincinnati, Cincinnati, OH, USA","institution_ids":["https://openalex.org/I63135867"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101760435"],"corresponding_institution_ids":["https://openalex.org/I63135867"],"apc_list":null,"apc_paid":null,"fwci":1.2682,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74917208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"16","issue":"3","first_page":"2491","last_page":"2498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13219","display_name":"Mind wandering and attention","score":0.9140999913215637,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T13219","display_name":"Mind wandering and attention","score":0.9140999913215637,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.7896085977554321},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.7098842859268188},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6672078371047974},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6482465267181396},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.5140269994735718},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47869589924812317},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.4657963216304779},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4493633806705475},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38423433899879456},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.1475544273853302},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12110328674316406},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11495605111122131},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08606293797492981}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.7896085977554321},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7098842859268188},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6672078371047974},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6482465267181396},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5140269994735718},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47869589924812317},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.4657963216304779},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4493633806705475},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38423433899879456},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.1475544273853302},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12110328674316406},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11495605111122131},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08606293797492981},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taffc.2025.3530318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2025.3530318","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2151046108","display_name":null,"funder_award_id":"2151464","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4214418965","display_name":null,"funder_award_id":"2007908","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W71452371","https://openalex.org/W1975792056","https://openalex.org/W1998719188","https://openalex.org/W2021203698","https://openalex.org/W2104780674","https://openalex.org/W2108290602","https://openalex.org/W2126707560","https://openalex.org/W2133589238","https://openalex.org/W2157289187","https://openalex.org/W2397822570","https://openalex.org/W2438173235","https://openalex.org/W2464629226","https://openalex.org/W2530704949","https://openalex.org/W2745497104","https://openalex.org/W2899883164","https://openalex.org/W2907891676","https://openalex.org/W2913220880","https://openalex.org/W2919207065","https://openalex.org/W2963509006","https://openalex.org/W3010534301","https://openalex.org/W3109244803","https://openalex.org/W3164978208","https://openalex.org/W4205519040","https://openalex.org/W4285244280","https://openalex.org/W4312438201","https://openalex.org/W4315778265","https://openalex.org/W4377708689","https://openalex.org/W4388493865"],"related_works":["https://openalex.org/W3081288631","https://openalex.org/W3152382318","https://openalex.org/W3004686567","https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W2738656338","https://openalex.org/W2603787370","https://openalex.org/W2753175802","https://openalex.org/W2809214204","https://openalex.org/W2341941284"],"abstract_inverted_index":{"In":[0],"affect-aware":[1,61],"task":[2,32,62],"adaptation,":[3],"users\u2019":[4],"psychological":[5,28],"states":[6],"are":[7],"recognized":[8],"with":[9,20,65,81,88,111,127,131],"diverse":[10],"measurements":[11,103],"and":[12,31,71,101,123,140,165],"used":[13],"to":[14,49,152,190],"adapt":[15],"computer-based":[16],"tasks.":[17],"User":[18,98],"experience":[19,41,99],"such":[21],"adaptation":[22,33,63,80,153],"improves":[23],"as":[24],"the":[25,47,53,91,174],"accuracy":[26],"of":[27,90,115,176],"state":[29],"recognition":[30],"increases.":[34],"However,":[35],"it":[36,192],"is":[37,42,158,187],"unclear":[38],"how":[39],"user":[40,182],"influenced":[43],"by":[44],"algorithmic":[45,67,177],"transparency:":[46],"degree":[48,175],"which":[50],"users":[51],"understand":[52],"computer's":[54],"decision-making":[55],"process.":[56],"We":[57],"thus":[58],"created":[59],"an":[60],"system":[64],"4":[66],"transparency":[68,83,119,129,144,178,185],"levels":[69,94],"(none/low/medium/high)":[70],"conducted":[72],"a":[73,195],"study":[74],"where":[75],"93":[76],"participants":[77],"first":[78],"experienced":[79],"no":[82],"for":[84,95],"16":[85,96],"minutes,":[86],"then":[87],"one":[89],"other":[92],"3":[93],"minutes.":[97],"questionnaires":[100],"physiological":[102],"(respiration,":[104],"skin":[105],"conductance,":[106],"heart":[107],"rate)":[108],"were":[109,125],"analyzed":[110],"mixed":[112],"2\u00d73":[113],"analyses":[114],"variance":[116],"(time":[117],"\u00d7":[118],"group).":[120],"Self-reported":[121],"interest/enjoyment":[122],"competence":[124],"lower":[126],"low":[128],"than":[130],"medium/high":[132],"transparency,":[133],"but":[134,155],"did":[135],"not":[136],"differ":[137],"between":[138],"medium":[139],"high":[141],"transparency.":[142],"The":[143],"level":[145],"may":[146,193],"also":[147],"influence":[148,180],"participants\u2019":[149],"respiratory":[150],"responses":[151],"errors,":[154],"this":[156],"finding":[157],"based":[159],"on":[160],"ad-hoc":[161],"<italic":[162],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[163],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">t</i>-tests":[164],"should":[166],"be":[167],"considered":[168],"preliminary.":[169],"Overall,":[170],"results":[171],"show":[172],"that":[173],"does":[179],"self-reported":[181],"experience.":[183],"Since":[184],"information":[186],"relatively":[188],"easy":[189],"provide,":[191],"represent":[194],"worthwhile":[196],"design":[197],"element":[198],"in":[199],"affective":[200],"computing.":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}