{"id":"https://openalex.org/W7140045092","doi":"https://doi.org/10.1016/j.eswa.2026.132164","title":"An AI-driven framework for furniture design integrating NLP and multi-criteria decision making based on online user reviews","display_name":"An AI-driven framework for furniture design integrating NLP and multi-criteria decision making based on online user reviews","publication_year":2026,"publication_date":"2026-03-22","ids":{"openalex":"https://openalex.org/W7140045092","doi":"https://doi.org/10.1016/j.eswa.2026.132164"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.132164","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.132164","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Expert Systems with Applications","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/A5130308350","display_name":"Yue Qiu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yue Qiu","raw_affiliation_strings":["Chongqing Jianzhu College, Chongqing 400072, China"],"raw_orcid":"https://orcid.org/0009-0002-0613-7991","affiliations":[{"raw_affiliation_string":"Chongqing Jianzhu College, Chongqing 400072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130320750","display_name":"Jie Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116144","display_name":"Chongqing University of Education","ror":"https://ror.org/02d06s578","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210116144"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Luo","raw_affiliation_strings":["Chongqing University of Education, Chongqing 400065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University of Education, Chongqing 400065, China","institution_ids":["https://openalex.org/I4210116144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128288442","display_name":"Weiyao Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128628","display_name":"Peking University Shenzhen Hospital","ror":"https://ror.org/03kkjyb15","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128628"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiyao Yang","raw_affiliation_strings":["Peking University, Shenzhen Graduate School, Shenzhen 518055, China"],"raw_orcid":"https://orcid.org/0009-0002-3872-4736","affiliations":[{"raw_affiliation_string":"Peking University, Shenzhen Graduate School, Shenzhen 518055, China","institution_ids":["https://openalex.org/I4210128628"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130309269","display_name":"Lu Gao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu Gao","raw_affiliation_strings":["Chongqing Jianzhu College, Chongqing 400072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Jianzhu College, Chongqing 400072, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5130308350"],"corresponding_institution_ids":[],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.60218501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"320","issue":null,"first_page":"132164","last_page":"132164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.16130000352859497,"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"}},"topics":[{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.16130000352859497,"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"}},{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.10249999910593033,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.042399998754262924,"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/component","display_name":"Component (thermodynamics)","score":0.29499998688697815},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.27970001101493835},{"id":"https://openalex.org/keywords/user-needs","display_name":"User needs","score":0.24390000104904175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8184999823570251},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5662000179290771},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4984999895095825},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3402999937534332},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.27970001101493835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27480000257492065},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2605000138282776},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24619999527931213},{"id":"https://openalex.org/C3017568202","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"User needs","level":2,"score":0.24390000104904175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.132164","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.132164","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.5444313883781433}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1607675442","https://openalex.org/W1972591816","https://openalex.org/W1999615887","https://openalex.org/W2030367314","https://openalex.org/W2059536960","https://openalex.org/W2130938925","https://openalex.org/W2163301616","https://openalex.org/W2585206336","https://openalex.org/W2883101305","https://openalex.org/W2945003351","https://openalex.org/W2947980905","https://openalex.org/W2951706218","https://openalex.org/W2962686197","https://openalex.org/W2963689837","https://openalex.org/W3010974948","https://openalex.org/W3016860461","https://openalex.org/W3045457574","https://openalex.org/W3090306696","https://openalex.org/W3121773575","https://openalex.org/W3130954203","https://openalex.org/W3155360355","https://openalex.org/W3162532365","https://openalex.org/W3170020315","https://openalex.org/W3205535554","https://openalex.org/W4210712146","https://openalex.org/W4211007335","https://openalex.org/W4220823956","https://openalex.org/W4220829750","https://openalex.org/W4221129725","https://openalex.org/W4238927122","https://openalex.org/W4285098908","https://openalex.org/W4285162573","https://openalex.org/W4285731606","https://openalex.org/W4286423336","https://openalex.org/W4289600032","https://openalex.org/W4294701882","https://openalex.org/W4295872554","https://openalex.org/W4385215064","https://openalex.org/W4386319767","https://openalex.org/W4389359039","https://openalex.org/W4392004576","https://openalex.org/W4393204292","https://openalex.org/W4399532573","https://openalex.org/W4399871592","https://openalex.org/W4403037210","https://openalex.org/W4403548723"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-29T06:01:01.467347","created_date":"2026-03-23T00:00:00"}
