{"id":"https://openalex.org/W4414479203","doi":"https://doi.org/10.1016/j.aei.2025.103879","title":"An explainable AI-based approach for identifying interior design style principles","display_name":"An explainable AI-based approach for identifying interior design style principles","publication_year":2025,"publication_date":"2025-09-24","ids":{"openalex":"https://openalex.org/W4414479203","doi":"https://doi.org/10.1016/j.aei.2025.103879"},"language":"en","primary_location":{"id":"doi:10.1016/j.aei.2025.103879","doi":"https://doi.org/10.1016/j.aei.2025.103879","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2025.103879","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Engineering Informatics","raw_type":"journal-article"},"volume":null,"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/A5029631923","display_name":"Jae-Hyun Seo","orcid":"https://orcid.org/0000-0002-1587-788X","observed_orcids":["https://orcid.org/0000-0002-1587-788X"]},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaehyun Seo","raw_affiliation_strings":["Department of Industrial Data Engineering, Hanyang University, Seoul 04763, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Data Engineering, Hanyang University, Seoul 04763, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103159047","display_name":"Semin Jin","orcid":"https://orcid.org/0009-0008-7432-053X","observed_orcids":["https://orcid.org/0009-0008-7432-053X"]},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Semin Jin","raw_affiliation_strings":["Department of Interior Architecture Design, Hanyang University, Seoul 04763, Republic of Korea","Human-Centered AI Design Institute, Hanyang University, Seoul 04763, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Interior Architecture Design, Hanyang University, Seoul 04763, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Human-Centered AI Design Institute, Hanyang University, Seoul 04763, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048882724","display_name":"Kyungah Choi","orcid":"https://orcid.org/0000-0003-2294-8268","observed_orcids":["https://orcid.org/0000-0003-2294-8268"]},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kyungah Choi","raw_affiliation_strings":["Department of Interior Architecture Design, Hanyang University, Seoul 04763, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Interior Architecture Design, Hanyang University, Seoul 04763, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064125755","display_name":"Kyung Hoon Hyun","orcid":"https://orcid.org/0000-0001-6379-9700","observed_orcids":["https://orcid.org/0000-0001-6379-9700"]},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Kyung Hoon Hyun","raw_affiliation_strings":["Department of Interior Architecture Design, Hanyang University, Seoul 04763, Republic of Korea","Human-Centered AI Design Institute, Hanyang University, Seoul 04763, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6379-9700","affiliations":[{"raw_affiliation_string":"Department of Interior Architecture Design, Hanyang University, Seoul 04763, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]},{"raw_affiliation_string":"Human-Centered AI Design Institute, Hanyang University, Seoul 04763, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034836970","display_name":"Junegak Joung","orcid":"https://orcid.org/0000-0003-3595-3349","observed_orcids":["https://orcid.org/0000-0003-3595-3349"]},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Junegak Joung","raw_affiliation_strings":["Department of Industrial Data Engineering, Hanyang University, Seoul 04763, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-3595-3349","affiliations":[{"raw_affiliation_string":"Department of Industrial Data Engineering, Hanyang University, Seoul 04763, Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5034836970","https://openalex.org/A5048882724","https://openalex.org/A5064125755"],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":{"value":3560,"currency":"USD","value_usd":3560},"apc_paid":null,"fwci":31.7541,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.99452648,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"69","issue":null,"first_page":"103879","last_page":"103879"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14357","display_name":"Architecture, Design, and Social History","score":0.7167999744415283,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14357","display_name":"Architecture, Design, and Social History","score":0.7167999744415283,"subfield":{"id":"https://openalex.org/subfields/1206","display_name":"Conservation"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.20010000467300415,"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/T12496","display_name":"Color perception and design","score":0.04749999940395355,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/interior-design-styles","display_name":"interior design styles","score":0.8700000047683716},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.734000027179718},{"id":"https://openalex.org/keywords/object-recognition","display_name":"object recognition","score":0.5910000205039978},{"id":"https://openalex.org/keywords/material-identification","display_name":"material identification","score":0.675000011920929},{"id":"https://openalex.org/keywords/color-recognition","display_name":"color recognition","score":0.9129999876022339}],"concepts":[{"id":"https://openalex.org/C132010649","wikidata":"https://www.wikidata.org/wiki/Q189222","display_name":"Intuition","level":2,"score":0.7124999761581421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5667999982833862},{"id":"https://openalex.org/C173560066","wikidata":"https://www.wikidata.org/wiki/Q179232","display_name":"Interior design","level":2,"score":0.5570999979972839},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.49810001254081726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4830000102519989},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.46160000562667847},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.36390000581741333},{"id":"https://openalex.org/C33276779","wikidata":"https://www.wikidata.org/wiki/Q1943363","display_name":"Design elements and principles","level":2,"score":0.3528999984264374},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.35019999742507935},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2745000123977661},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2614000141620636}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.aei.2025.103879","doi":"https://doi.org/10.1016/j.aei.2025.103879","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2025.103879","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Engineering Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1960444368","display_name":null,"funder_award_id":"RS-2023-00252597","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G2344752113","display_name":null,"funder_award_id":"HY-202400000001645","funder_id":"https://openalex.org/F4320321142","funder_display_name":"Hanyang University"},{"id":"https://openalex.org/G2976214347","display_name":null,"funder_award_id":"RS-2024-00344286","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3204556924","display_name":null,"funder_award_id":"RS-2024-00416131","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G3391230111","display_name":null,"funder_award_id":"RS2023-00208542","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320321142","display_name":"Hanyang University","ror":"https://ror.org/046865y68"},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322064","display_name":"Korea Institute for Advancement of Technology","ror":"https://ror.org/015w1qa96"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W601089031","https://openalex.org/W1483870316","https://openalex.org/W1553802931","https://openalex.org/W1686810756","https://openalex.org/W1953465585","https://openalex.org/W1983764898","https://openalex.org/W1997523561","https://openalex.org/W2000512760","https://openalex.org/W2020021229","https://openalex.org/W2046843931","https://openalex.org/W2053640227","https://openalex.org/W2053871138","https://openalex.org/W2082396928","https://openalex.org/W2094642994","https://openalex.org/W2102605133","https://openalex.org/W2117152822","https://openalex.org/W2154776925","https://openalex.org/W2167918392","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2319660501","https://openalex.org/W2510924660","https://openalex.org/W2527578381","https://openalex.org/W2593509476","https://openalex.org/W2737258237","https://openalex.org/W2893485615","https://openalex.org/W2896326983","https://openalex.org/W2898787878","https://openalex.org/W2911111573","https://openalex.org/W2933794321","https://openalex.org/W2962858109","https://openalex.org/W2973086554","https://openalex.org/W3004822919","https://openalex.org/W3037934875","https://openalex.org/W3048123412","https://openalex.org/W3093607489","https://openalex.org/W3094449409","https://openalex.org/W3094502228","https://openalex.org/W3133495453","https://openalex.org/W3138514142","https://openalex.org/W3164112278","https://openalex.org/W3170544306","https://openalex.org/W3178756701","https://openalex.org/W3198511864","https://openalex.org/W3204527981","https://openalex.org/W3209138359","https://openalex.org/W4214585606","https://openalex.org/W4224316937","https://openalex.org/W4231302282","https://openalex.org/W4249502209","https://openalex.org/W4298417552","https://openalex.org/W4308024002","https://openalex.org/W4312443924","https://openalex.org/W4387398455","https://openalex.org/W4388666409","https://openalex.org/W4390874575","https://openalex.org/W4396828329","https://openalex.org/W4404979855","https://openalex.org/W4406414391"],"related_works":["https://openalex.org/W4308024002","https://openalex.org/W7214035681","https://openalex.org/W4409261185","https://openalex.org/W7131434716","https://openalex.org/W7160191849","https://openalex.org/W2899633200","https://openalex.org/W3209138359","https://openalex.org/W3195572952","https://openalex.org/W4413456809","https://openalex.org/W7165544669"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}