{"id":"https://openalex.org/W4366550498","doi":"https://doi.org/10.1145/3544548.3581263","title":"The Effect of Explanation Design on User Perception of Smart Home Lighting Systems: A Mixed-method Investigation","display_name":"The Effect of Explanation Design on User Perception of Smart Home Lighting Systems: A Mixed-method Investigation","publication_year":2023,"publication_date":"2023-04-19","ids":{"openalex":"https://openalex.org/W4366550498","doi":"https://doi.org/10.1145/3544548.3581263"},"language":"en","primary_location":{"id":"doi:10.1145/3544548.3581263","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544548.3581263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 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/A5037682197","display_name":"Jiaxin Dai","orcid":"https://orcid.org/0000-0002-5500-985X"},"institutions":[{"id":"https://openalex.org/I4210163196","display_name":"Signify (Netherlands)","ror":"https://ror.org/0532vdr17","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210163196"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Jiaxin Dai","raw_affiliation_strings":["Signify Research, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-5500-985X","affiliations":[{"raw_affiliation_string":"Signify Research, Netherlands","institution_ids":["https://openalex.org/I4210163196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038373188","display_name":"Chao Zhang","orcid":"https://orcid.org/0000-0001-9811-1881"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Chao Zhang","raw_affiliation_strings":["Human-Technology Interactions, Eindhoven University of Technology, Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-9811-1881","affiliations":[{"raw_affiliation_string":"Human-Technology Interactions, Eindhoven University of Technology, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073870739","display_name":"Dzmitry Aliakseyeu","orcid":"https://orcid.org/0000-0001-7075-5052"},"institutions":[{"id":"https://openalex.org/I4210163196","display_name":"Signify (Netherlands)","ror":"https://ror.org/0532vdr17","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210163196"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Dzmitry Aliakseyeu","raw_affiliation_strings":["Signify Research, Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-7075-5052","affiliations":[{"raw_affiliation_string":"Signify Research, Netherlands","institution_ids":["https://openalex.org/I4210163196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024709155","display_name":"Samantha Peeters","orcid":"https://orcid.org/0000-0003-0963-3181"},"institutions":[{"id":"https://openalex.org/I4210163196","display_name":"Signify (Netherlands)","ror":"https://ror.org/0532vdr17","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210163196"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Samantha Peeters","raw_affiliation_strings":["Signify Research, Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-0963-3181","affiliations":[{"raw_affiliation_string":"Signify Research, Netherlands","institution_ids":["https://openalex.org/I4210163196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006886273","display_name":"Wijnand A. IJsselsteijn","orcid":"https://orcid.org/0000-0001-6856-9269"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wijnand A Ijsselsteijn","raw_affiliation_strings":["Human Technology Interaction, Eindhoven University of Technology, Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-6856-9269","affiliations":[{"raw_affiliation_string":"Human Technology Interaction, Eindhoven University of Technology, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037682197"],"corresponding_institution_ids":["https://openalex.org/I4210163196"],"apc_list":null,"apc_paid":null,"fwci":6.4359,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.96318006,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied 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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9872000217437744,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.768687903881073},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.673507571220398},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.6554368138313293},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5582399964332581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5570454001426697},{"id":"https://openalex.org/keywords/smart-lighting","display_name":"Smart lighting","score":0.5223351716995239},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.47614216804504395},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.39127781987190247},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.361275851726532},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3328908681869507},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.18151935935020447},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1715250015258789},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16030660271644592}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.768687903881073},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.673507571220398},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.6554368138313293},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5582399964332581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5570454001426697},{"id":"https://openalex.org/C89505729","wikidata":"https://www.wikidata.org/wiki/Q17105868","display_name":"Smart lighting","level":2,"score":0.5223351716995239},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.47614216804504395},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.39127781987190247},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.361275851726532},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3328908681869507},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.18151935935020447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1715250015258789},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16030660271644592},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3544548.3581263","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544548.3581263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/416d2fa7-5807-499f-8dab-f1d3feede2e4","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/416d2fa7-5807-499f-8dab-f1d3feede2e4","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Dai, J, Zhang, C, Aliakseyeu, D, Peeters, S & Ijsselsteijn, W A 2023, The Effect of Explanation Design on User Perception of Smart Home Lighting Systems : A Mixed-method Investigation. in A Schmidt, K V\u00e4\u00e4n\u00e4nen, T Goyal, P O Kristensson, A Peters, S Mueller, J R Williamson & M L Wilson (eds), CHI 2023 : Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems., 645, Association for Computing Machinery, Inc., 2023 Conference on Human Factors in Computing Systems, CHI 2023, Hamburg, Germany, 23/04/23. https://doi.org/10.1145/3544548.3581263","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W84355562","https://openalex.org/W1517078871","https://openalex.org/W1517229207","https://openalex.org/W1531743148","https://openalex.org/W1543266722","https://openalex.org/W1791587663","https://openalex.org/W1977793234","https://openalex.org/W1978860163","https://openalex.org/W1979290264","https://openalex.org/W1987258130","https://openalex.org/W1989244791","https://openalex.org/W1994606570","https://openalex.org/W1997136459","https://openalex.org/W2000149314","https://openalex.org/W2008768047","https://openalex.org/W2010591119","https://openalex.org/W2023556301","https://openalex.org/W2038539934","https://openalex.org/W2042659035","https://openalex.org/W2064334160","https://openalex.org/W2066238811","https://openalex.org/W2072893471","https://openalex.org/W2075132641","https://openalex.org/W2075647120","https://openalex.org/W2090865728","https://openalex.org/W2100171245","https://openalex.org/W2101699735","https://openalex.org/W2102303925","https://openalex.org/W2112042732","https://openalex.org/W2118036999","https://openalex.org/W2119681300","https://openalex.org/W2121391047","https://openalex.org/W2122912498","https://openalex.org/W2125939577","https://openalex.org/W2126512988","https://openalex.org/W2127217719","https://openalex.org/W2136721687","https://openalex.org/W2141418769","https://openalex.org/W2142616840","https://openalex.org/W2145595443","https://openalex.org/W2154157725","https://openalex.org/W2166472401","https://openalex.org/W2166982098","https://openalex.org/W2201256614","https://openalex.org/W2294550992","https://openalex.org/W2406304972","https://openalex.org/W2531563875","https://openalex.org/W2566849659","https://openalex.org/W2755650259","https://openalex.org/W2845381715","https://openalex.org/W2891503716","https://openalex.org/W2963095307","https://openalex.org/W2964108846","https://openalex.org/W3013007243","https://openalex.org/W3121597360","https://openalex.org/W3153892899","https://openalex.org/W3155920732","https://openalex.org/W3184792224","https://openalex.org/W4288638110","https://openalex.org/W4289123308","https://openalex.org/W4293865119","https://openalex.org/W4297687090","https://openalex.org/W4319323100"],"related_works":["https://openalex.org/W2676384245","https://openalex.org/W4214967636","https://openalex.org/W2146476228","https://openalex.org/W2344245556","https://openalex.org/W2887353448","https://openalex.org/W4385848764","https://openalex.org/W2122495993","https://openalex.org/W2137949811","https://openalex.org/W2912299711","https://openalex.org/W4205726527"],"abstract_inverted_index":{"It":[0],"has":[1],"been":[2],"shown":[3],"that":[4,89],"providing":[5],"explanations":[6,115,129],"about":[7],"AI-based":[8],"systems\u2019":[9],"decisions":[10],"can":[11,101],"be":[12],"an":[13,69,99],"effective":[14],"way":[15],"to":[16],"increase":[17],"users\u2019":[18,32],"trust":[19],"and":[20,34,68],"acceptance.":[21],"The":[22,86],"effect":[23,44],"of":[24,45,54,107,128],"explanation":[25,47,84,100],"design":[26,127],"in":[27,51,130],"smart":[28,58,78,131],"home":[29,59,79,132],"systems":[30],"on":[31,49],"acceptance":[33,50],"perceptions":[35],"is":[36],"however":[37],"less":[38],"known.":[39],"We":[40,62],"therefore":[41],"explored":[42],"the":[43,52,55,104,108,126],"different":[46,83],"designs":[48],"context":[53],"Philips":[56],"Hue":[57],"lighting":[60,80,109],"system.":[61,110],"conducted":[63],"interviews":[64],"(N":[65,72],"=":[66,73],"10)":[67],"online":[70],"experiment":[71],"452)":[74],"using":[75],"three":[76],"everyday":[77],"scenarios":[81],"with":[82],"types.":[85],"results":[87],"showed":[88],"although":[90],"participants":[91,112],"indicated":[92],"a":[93],"positive":[94],"attitude":[95],"towards":[96],"explanations,":[97],"receiving":[98],"potentially":[102],"reduce":[103],"perceived":[105],"control":[106],"Furthermore,":[111],"preferred":[113],"system-based":[114],"rather":[116],"than":[117],"user-based":[118],"explanations.":[119],"Our":[120],"study":[121],"also":[122],"provides":[123],"recommendations":[124],"for":[125],"systems.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}