{"id":"https://openalex.org/W4319301429","doi":"https://doi.org/10.1177/1063293x221142289","title":"Using grey-quality function deployment to construct an aesthetic product design matrix","display_name":"Using grey-quality function deployment to construct an aesthetic product design matrix","publication_year":2023,"publication_date":"2023-02-06","ids":{"openalex":"https://openalex.org/W4319301429","doi":"https://doi.org/10.1177/1063293x221142289"},"language":"en","primary_location":{"id":"doi:10.1177/1063293x221142289","doi":"https://doi.org/10.1177/1063293x221142289","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1063293x221142289","pdf_url":null,"source":{"id":"https://openalex.org/S25105827","display_name":"Concurrent Engineering","issn_l":"1063-293X","issn":["1063-293X","1531-2003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Concurrent Engineering","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/A5078315395","display_name":"Nanyi Wang","orcid":"https://orcid.org/0000-0003-3020-5579","observed_orcids":["https://orcid.org/0000-0003-3020-5579"]},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nanyi Wang","raw_affiliation_strings":["School of Architecture and Design, Nanchang University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0003-3020-5579","affiliations":[{"raw_affiliation_string":"School of Architecture and Design, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005817846","display_name":"Xinhui Kang","orcid":"https://orcid.org/0000-0002-9313-7844","observed_orcids":["https://orcid.org/0000-0002-9313-7844"]},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinhui Kang","raw_affiliation_strings":["School of Architecture and Design, Nanchang University, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-9313-7844","affiliations":[{"raw_affiliation_string":"School of Architecture and Design, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391154","display_name":"Qian Wang","orcid":"https://orcid.org/0000-0003-2319-6969","observed_orcids":["https://orcid.org/0000-0003-2319-6969"]},"institutions":[{"id":"https://openalex.org/I4405281180","display_name":"Jiangxi Vocational University of Foreign Studies","ror":"https://ror.org/03zvqz522","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405281180"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Wang","raw_affiliation_strings":["School of Arts and Design, Jiangxi College of Foreign Studies, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Arts and Design, Jiangxi College of Foreign Studies, Nanchang, China","institution_ids":["https://openalex.org/I4405281180"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051806324","display_name":"Chang Shi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Shi","raw_affiliation_strings":["School of Architecture and Design, Nanchang University, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Architecture and Design, Nanchang University, Nanchang, China","institution_ids":["https://openalex.org/I141649914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005817846"],"corresponding_institution_ids":["https://openalex.org/I141649914"],"apc_list":{"value":3750,"currency":"USD","value_usd":3750},"apc_paid":null,"fwci":3.2232,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.91179098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"31","issue":"1-2","first_page":"49","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12945","display_name":"Quality Function Deployment in Product Design","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.000699999975040555,"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/T11729","display_name":"Product Development and Customization","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quality-function-deployment","display_name":"quality function deployment","score":0.8379999995231628},{"id":"https://openalex.org/keywords/grey-system-theory","display_name":"grey system theory","score":0.9449999928474426},{"id":"https://openalex.org/keywords/customer-requirements","display_name":"customer requirements","score":0.7730000019073486},{"id":"https://openalex.org/keywords/morphological-analysis","display_name":"morphological analysis","score":0.7760000228881836},{"id":"https://openalex.org/keywords/fuzzy-delphi-method","display_name":"fuzzy Delphi method","score":0.8930000066757202},{"id":"https://openalex.org/keywords/customer-satisfaction","display_name":"customer satisfaction","score":0.5910000205039978},{"id":"https://openalex.org/keywords/surveillance-cameras","display_name":"surveillance cameras","score":0.5080000162124634},{"id":"https://openalex.org/keywords/smart-home-devices","display_name":"smart home devices","score":0.843999981880188},{"id":"https://openalex.org/keywords/aesthetic-quality","display_name":"aesthetic quality","score":0.42800000309944153}],"concepts":[{"id":"https://openalex.org/C86992474","wikidata":"https://www.wikidata.org/wiki/Q763591","display_name":"Quality function deployment","level":3,"score":0.9495730400085449},{"id":"https://openalex.org/C76471051","wikidata":"https://www.wikidata.org/wiki/Q763591","display_name":"House of Quality","level":5,"score":0.7938618659973145},{"id":"https://openalex.org/C43595421","wikidata":"https://www.wikidata.org/wiki/Q7939596","display_name":"Voice of the customer","level":5,"score":0.529503345489502},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.5106475949287415},{"id":"https://openalex.org/C191511416","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"Customer satisfaction","level":2,"score":0.48114001750946045},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.4626164734363556},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4609551727771759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4525127708911896},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.40283849835395813},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32833948731422424},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3248979449272156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2801359295845032},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.18180885910987854},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.140293687582016},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.10478329658508301},{"id":"https://openalex.org/C101276457","wikidata":"https://www.wikidata.org/wiki/Q5196474","display_name":"Customer retention","level":4,"score":0.09809014201164246},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09285852313041687},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1063293x221142289","doi":"https://doi.org/10.1177/1063293x221142289","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1063293x221142289","pdf_url":null,"source":{"id":"https://openalex.org/S25105827","display_name":"Concurrent Engineering","issn_l":"1063-293X","issn":["1063-293X","1531-2003"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Concurrent Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G7101531257","display_name":null,"funder_award_id":"62206118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1967819588","https://openalex.org/W1983873197","https://openalex.org/W1993552549","https://openalex.org/W2014582883","https://openalex.org/W2019423180","https://openalex.org/W2036913038","https://openalex.org/W2082477378","https://openalex.org/W2131314315","https://openalex.org/W2133280919","https://openalex.org/W2137828130","https://openalex.org/W2205166470","https://openalex.org/W2550472304","https://openalex.org/W2555124530","https://openalex.org/W2661266073","https://openalex.org/W2726176352","https://openalex.org/W2781527140","https://openalex.org/W2792067563","https://openalex.org/W2801478483","https://openalex.org/W2806573101","https://openalex.org/W2808143751","https://openalex.org/W2884017177","https://openalex.org/W2885799613","https://openalex.org/W2888784229","https://openalex.org/W2897264265","https://openalex.org/W2905335670","https://openalex.org/W2906029535","https://openalex.org/W2906454865","https://openalex.org/W2939996048","https://openalex.org/W2952518831","https://openalex.org/W2966091110","https://openalex.org/W2970149936","https://openalex.org/W2972994103","https://openalex.org/W2974716119","https://openalex.org/W2987522194","https://openalex.org/W3008165880","https://openalex.org/W3036349407","https://openalex.org/W3036790210","https://openalex.org/W3083909202","https://openalex.org/W3119289526","https://openalex.org/W3154240203"],"related_works":["https://openalex.org/W1962026970","https://openalex.org/W4244395500","https://openalex.org/W2083668094","https://openalex.org/W2556488466","https://openalex.org/W2289677665","https://openalex.org/W2278688666","https://openalex.org/W2059723259","https://openalex.org/W4389443643","https://openalex.org/W2378373310","https://openalex.org/W4312176676"],"abstract_inverted_index":{"Quality":[0],"function":[1],"deployment":[2],"(QFD)":[3],"is":[4,107],"a":[5,29,37,136,228],"systematic":[6],"approach":[7],"to":[8,27,75,78,109,117],"transform":[9],"customer":[10,25,95,118,236],"requirements":[11],"(CRs)":[12],"into":[13,123,135,149],"product":[14,133,161,208,221],"engineering":[15],"characteristics":[16],"(ECs).":[17],"Traditional":[18],"QFD":[19,74],"relies":[20],"on":[21],"market":[22],"research":[23,184],"or":[24],"questionnaires":[26],"collect":[28,85],"series":[30],"of":[31,42,59,97,113,152,175,205,218],"ambiguous":[32],"and":[33,44,51,57,94,120,140,146,166,168,170,213,215,233],"uncertain":[34],"CRs.":[35],"As":[36],"result,":[38],"evaluating":[39],"the":[40,46,55,64,80,86,91,111,124,128,132,150,159,172,186,190,199,202,206,216,219],"weighting":[41],"CRs":[43,50,165],"determining":[45],"design":[47,162],"matrix":[48,163],"between":[49,90,164],"ECs":[52,145,177,222],"have":[53],"become":[54],"focus":[56],"difficulty":[58],"QFD.":[60,126,153],"This":[61],"paper":[62],"proposes":[63],"grey":[65,101,155,180],"system":[66],"theory":[67],"in":[68,189],"artificial":[69],"intelligence":[70],"technology":[71],"combined":[72],"with":[73],"develop":[76],"grey-QFD":[77],"solve":[79],"issues":[81],"mentioned":[82],"before.":[83],"First,":[84],"average":[87],"evaluation":[88],"values":[89],"aesthetic":[92,114,160,203,237],"images":[93],"satisfaction":[96,119],"representative":[98],"products.":[99],"The":[100,183,225],"prediction":[102],"GM":[103],"(1,":[104],"N)":[105],"model":[106],"used":[108],"obtain":[110],"weight":[112],"needs":[115],"relative":[116],"import":[121],"it":[122],"left":[125],"Second,":[127],"domain":[129],"experts":[130],"decomposed":[131],"form":[134],"morphological":[137],"analysis":[138,157],"table,":[139],"fuzzy":[141],"Delphi":[142],"screened":[143],"key":[144],"imported":[147],"them":[148],"ceiling":[151],"Finally,":[154],"relationship":[156,181],"established":[158],"ECs,":[167],"calculated":[169],"ranked":[171],"final":[173],"weights":[174],"each":[176],"by":[178],"using":[179],"degree.":[182],"uses":[185],"security":[187],"camera":[188],"smart":[191],"home":[192],"as":[193],"an":[194],"experimental":[195],"object.":[196],"After":[197],"operating":[198],"proposed":[200],"grey-QFD,":[201],"quality":[204],"target":[207],"(lively,":[209],"intelligent,":[210],"friendly,":[211],"personalized,":[212],"fashionable)":[214],"optimization":[217],"corresponding":[220],"are":[223],"obtained.":[224],"result":[226],"provides":[227],"theoretical":[229],"reference":[230],"for":[231],"designers":[232],"significantly":[234],"improves":[235],"satisfaction.":[238]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2025-10-10T00:00:00"}
