{"id":"https://openalex.org/W7136414348","doi":"https://doi.org/10.1145/3789680","title":"Reimagining Emotion AI at Home: Exploring the Potential of Emotion-adaptive Eco-feedback in Personal Assistant Using Matchmaking for AI","display_name":"Reimagining Emotion AI at Home: Exploring the Potential of Emotion-adaptive Eco-feedback in Personal Assistant Using Matchmaking for AI","publication_year":2026,"publication_date":"2026-03-16","ids":{"openalex":"https://openalex.org/W7136414348","doi":"https://doi.org/10.1145/3789680"},"language":"en","primary_location":{"id":"doi:10.1145/3789680","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3789680","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"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 ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3789680","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5129412852","display_name":"Lu Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lu Jin","raw_affiliation_strings":["University of Siegen, Siegen, Germany and Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6901-4580","affiliations":[{"raw_affiliation_string":"University of Siegen, Siegen, Germany and Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070630038","display_name":"Apostolos Vavouris","orcid":"https://orcid.org/0000-0002-6138-7865"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Apostolos Vavouris","raw_affiliation_strings":["Electronic and Electrical Engineering, University of Strathclyde, Glasgow, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-6138-7865","affiliations":[{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Strathclyde, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062043792","display_name":"Nico Castelli","orcid":"https://orcid.org/0000-0002-5916-876X"},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nico Castelli","raw_affiliation_strings":["Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5916-876X","affiliations":[{"raw_affiliation_string":"Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091349648","display_name":"Dominik Pins","orcid":"https://orcid.org/0000-0001-9601-8122"},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominik Pins","raw_affiliation_strings":["Human-Centered Engineering &amp; Design, Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9601-8122","affiliations":[{"raw_affiliation_string":"Human-Centered Engineering &amp; Design, Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035360214","display_name":"Alexander Boden","orcid":"https://orcid.org/0000-0002-6470-1151"},"institutions":[{"id":"https://openalex.org/I4210110507","display_name":"Fraunhofer Institute for Applied Information Technology","ror":"https://ror.org/01ak24c12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110507","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Boden","raw_affiliation_strings":["Institute for Consumer Informatics, Bonn-Rhein-Sieg University of Applied Science, Sankt Augustin, Germany and Human Centered Engineering &amp; Design, Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6470-1151","affiliations":[{"raw_affiliation_string":"Institute for Consumer Informatics, Bonn-Rhein-Sieg University of Applied Science, Sankt Augustin, Germany and Human Centered Engineering &amp; Design, Fraunhofer-Institute for Applied Information Technology FIT, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210110507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061535674","display_name":"Lina Stankovi\u0107","orcid":"https://orcid.org/0000-0002-8112-1976"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lina Stankovic","raw_affiliation_strings":["Electronics and Electrical Engineering, University of Strathclyde, Glasgow, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-8112-1976","affiliations":[{"raw_affiliation_string":"Electronics and Electrical Engineering, University of Strathclyde, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048091865","display_name":"Vladimir Stankovi\u0107","orcid":"https://orcid.org/0000-0002-1075-2420"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vladimir Stankovic","raw_affiliation_strings":["Electronics and Electrical Engineering, University of Strathclyde, Glasgow, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-1075-2420","affiliations":[{"raw_affiliation_string":"Electronics and Electrical Engineering, University of Strathclyde, Glasgow, United Kingdom","institution_ids":["https://openalex.org/I181647926"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5129412852"],"corresponding_institution_ids":["https://openalex.org/I4210110507"],"apc_list":null,"apc_paid":null,"fwci":24.3498,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.99021507,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"10","issue":"1","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.5687999725341797,"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"}},"topics":[{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.5687999725341797,"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"}},{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.09459999948740005,"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/T11519","display_name":"Digital Mental Health Interventions","score":0.08429999649524689,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.625},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5338000059127808},{"id":"https://openalex.org/keywords/brainstorming","display_name":"Brainstorming","score":0.4343999922275543},{"id":"https://openalex.org/keywords/dash","display_name":"Dash","score":0.3840000033378601},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.34779998660087585},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.2754000127315521}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.625},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5338000059127808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5257999897003174},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44369998574256897},{"id":"https://openalex.org/C150672426","wikidata":"https://www.wikidata.org/wiki/Q191183","display_name":"Brainstorming","level":2,"score":0.4343999922275543},{"id":"https://openalex.org/C2776090536","wikidata":"https://www.wikidata.org/wiki/Q187819","display_name":"Dash","level":2,"score":0.3840000033378601},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.34779998660087585},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.30790001153945923},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29989999532699585},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28760001063346863},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C2987946170","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relationship","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.2587999999523163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25429999828338623},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.25049999356269836}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3789680","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3789680","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"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 ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},{"id":"pmh:oai:pub.h-brs.de:9544","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:hbz:1044-opus-95440","pdf_url":"https://pub.h-brs.de/files/9544/3789680.pdf","source":{"id":"https://openalex.org/S4306400385","display_name":"Publication Server of Bonn-Rhein-Sieg University of Applied Sciences (Bonn-Rhein-Sieg University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I135140700","host_organization_name":"University of Bonn","host_organization_lineage":["https://openalex.org/I135140700"],"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":"Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., Vol. 10, No. 1, Article 5","raw_type":"publishedVersion"},{"id":"pmh:oai:strathprints.strath.ac.uk:95804","is_oa":true,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/1378119.html>","pdf_url":"https://strathprints.strath.ac.uk/95804/1/Jin-etal-PACMIMWUT-2026-Reimagining-emotion-AI-at-home.pdf","source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"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":"PeerReviewed"},{"id":"pmh:oai:publica.fraunhofer.de:publica/513954","is_oa":true,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/513954","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"journal article"}],"best_oa_location":{"id":"doi:10.1145/3789680","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3789680","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"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 ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8941611647605896,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1258299581","https://openalex.org/W1479651931","https://openalex.org/W1964302881","https://openalex.org/W1983907663","https://openalex.org/W1991246983","https://openalex.org/W1999351065","https://openalex.org/W2000535949","https://openalex.org/W2022479117","https://openalex.org/W2041757260","https://openalex.org/W2052063632","https://openalex.org/W2066318043","https://openalex.org/W2089797598","https://openalex.org/W2108297840","https://openalex.org/W2112120063","https://openalex.org/W2127523455","https://openalex.org/W2137969992","https://openalex.org/W2140320351","https://openalex.org/W2268619641","https://openalex.org/W2517394792","https://openalex.org/W2560198655","https://openalex.org/W2611101500","https://openalex.org/W2616332126","https://openalex.org/W2769269640","https://openalex.org/W2798889267","https://openalex.org/W2888128389","https://openalex.org/W2899225656","https://openalex.org/W2910059242","https://openalex.org/W2963537232","https://openalex.org/W2975003464","https://openalex.org/W3163622287","https://openalex.org/W3199318068","https://openalex.org/W4200380859","https://openalex.org/W4211211720","https://openalex.org/W4213058403","https://openalex.org/W4214653087","https://openalex.org/W4225134894","https://openalex.org/W4234645944","https://openalex.org/W4293192717","https://openalex.org/W4296405185","https://openalex.org/W4298445070","https://openalex.org/W4324155120","https://openalex.org/W4366547469","https://openalex.org/W4384339991","https://openalex.org/W4386800155","https://openalex.org/W4390985124","https://openalex.org/W4391373987","https://openalex.org/W4391987244","https://openalex.org/W4392016358","https://openalex.org/W4396841821","https://openalex.org/W4398160780","https://openalex.org/W4401952081","https://openalex.org/W4404171840","https://openalex.org/W4409746298"],"related_works":[],"abstract_inverted_index":{"Emotion":[0,214],"Artificial":[1],"Intelligence":[2],"(AI)":[3],"is":[4,48],"transforming":[5],"the":[6,25,65,210],"capabilities":[7],"of":[8,27,212],"personal":[9,31,68,219],"assistant":[10,69,220],"by":[11,144,172],"enabling":[12],"real-time":[13],"adaptation":[14],"to":[15,37,86,115],"user":[16,44,117],"emotions,":[17],"behaviours,":[18,118],"and":[19,42,57,92,108,120,124,164,199,201,204,221],"contextual":[20],"needs.":[21],"This":[22],"paper":[23],"explores":[24,209],"potential":[26,160,211],"emotion-adaptive":[28,55,194],"eco-feedback":[29,56,66,195,217],"in":[30,64,70,102,216],"assistant,":[32],"particularly":[33],"within":[34,67,218],"home":[35],"environments,":[36],"foster":[38],"well-being,":[39],"energy":[40,140],"efficiency,":[41],"personalised":[43],"experiences.":[45],"Currently,":[46],"there":[47],"limited":[49],"research":[50],"on":[51,122,137],"how":[52,58],"users":[53,91],"perceive":[54],"emotion":[59,161,173,187],"AI":[60,84,131,162,174,188,215,227],"can":[61],"be":[62,170],"adopted":[63],"real-world":[71],"settings.":[72],"To":[73],"address":[74],"this,":[75],"we":[76,180],"employed":[77],"a":[78,96,106,113,125,134,177],"co-design":[79,126,154,178,228],"method":[80],"\u2014":[81,85],"Matchmaking":[82],"for":[83,104,130,159],"facilitate":[87],"collaboration":[88],"between":[89],"real":[90],"researchers.":[93],"We":[94],"built":[95],"living":[97],"lab":[98],"with":[99],"11":[100],"participants":[101],"Germany":[103],"half":[105,133],"year":[107,135],"conducted":[109],"two":[110],"experimental":[111],"sessions:":[112],"pre-interview":[114],"understand":[116],"requirements,":[119],"expectations":[121],"eco-feedback,":[123],"session":[127],"using":[128,148,213],"matchmaking":[129],"after":[132],"based":[136],"their":[138,167],"appliance":[139],"consumption":[141],"data":[142],"collected":[143],"our":[145,149],"smart":[146],"plugs":[147],"open.":[150],"DASH":[151],"platform.":[152],"The":[153],"sessions":[155],"collaboratively":[156],"brainstorm":[157],"ideas":[158,184],"adoptions":[163],"identify":[165],"what":[166],"needs":[168],"should":[169],"addressed":[171],"technology.":[175],"Through":[176],"session,":[179],"generated":[181],"eight":[182],"design":[183],"that":[185],"integrate":[186],"into":[189,226],"eco-feedback.":[190],"These":[191],"concepts":[192],"include":[193],"framing,":[196],"emotion-timed":[197],"interaction":[198],"delivery":[200],"emotion-aware":[202],"environment":[203],"social":[205],"adaption.":[206],"Our":[207],"work":[208],"also":[222],"provides":[223],"new":[224],"insights":[225],"methodologies.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-03-17T00:00:00"}
