{"id":"https://openalex.org/W2942943720","doi":"https://doi.org/10.1177/1063293x19844557","title":"Product form design model based on the robust posterior preference articulation approach","display_name":"Product form design model based on the robust posterior preference articulation approach","publication_year":2019,"publication_date":"2019-05-02","ids":{"openalex":"https://openalex.org/W2942943720","doi":"https://doi.org/10.1177/1063293x19844557","mag":"2942943720"},"language":"en","primary_location":{"id":"doi:10.1177/1063293x19844557","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1063293x19844557","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,"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"},"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/A5100371413","display_name":"Yongfeng Li","orcid":"https://orcid.org/0000-0001-5909-7546"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongfeng Li","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Jiangsu Normal University, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5909-7546","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Jiangsu Normal University, Xuzhou, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076163998","display_name":"Liping Zhu","orcid":"https://orcid.org/0000-0002-4113-4748"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Zhu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Jiangsu Normal University, Xuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Jiangsu Normal University, Xuzhou, China","institution_ids":["https://openalex.org/I118574674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100371413"],"corresponding_institution_ids":["https://openalex.org/I118574674"],"apc_list":null,"apc_paid":null,"fwci":0.5335,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71178175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"27","issue":"2","first_page":"126","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9998000264167786,"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":0.9998000264167786,"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/T14254","display_name":"Digital Media and Visual Art","score":0.9341999888420105,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10672","display_name":"Design Education and Practice","score":0.9205999970436096,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/taguchi-methods","display_name":"Taguchi methods","score":0.7262519598007202},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5736641883850098},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5317664742469788},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5152464509010315},{"id":"https://openalex.org/keywords/product-design","display_name":"Product design","score":0.5071983337402344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49396616220474243},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48698362708091736},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.47363418340682983},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4634867012500763},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44974592328071594},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.4412497282028198},{"id":"https://openalex.org/keywords/orthogonal-array","display_name":"Orthogonal array","score":0.42807531356811523},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.414448618888855},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3241955041885376},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2787512242794037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21471649408340454},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19157510995864868},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12366679310798645},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09347209334373474}],"concepts":[{"id":"https://openalex.org/C83469408","wikidata":"https://www.wikidata.org/wiki/Q2036525","display_name":"Taguchi methods","level":2,"score":0.7262519598007202},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5736641883850098},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5317664742469788},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5152464509010315},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.5071983337402344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49396616220474243},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48698362708091736},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.47363418340682983},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4634867012500763},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44974592328071594},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.4412497282028198},{"id":"https://openalex.org/C42632107","wikidata":"https://www.wikidata.org/wiki/Q2031860","display_name":"Orthogonal array","level":3,"score":0.42807531356811523},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.414448618888855},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3241955041885376},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2787512242794037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21471649408340454},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19157510995864868},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12366679310798645},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09347209334373474},{"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:10.1177/1063293x19844557","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1063293x19844557","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,"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":[],"awards":[{"id":"https://openalex.org/G489642787","display_name":null,"funder_award_id":"Project No. 18XWRX031","funder_id":"https://openalex.org/F4320322298","funder_display_name":"Jiangsu Normal University"}],"funders":[{"id":"https://openalex.org/F4320322298","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1553373771","https://openalex.org/W1585155070","https://openalex.org/W1595498733","https://openalex.org/W1602720923","https://openalex.org/W1970693480","https://openalex.org/W1986196436","https://openalex.org/W1990575750","https://openalex.org/W2001059734","https://openalex.org/W2004295879","https://openalex.org/W2014442694","https://openalex.org/W2022408565","https://openalex.org/W2022485595","https://openalex.org/W2024008934","https://openalex.org/W2025547147","https://openalex.org/W2031232041","https://openalex.org/W2036061083","https://openalex.org/W2038420231","https://openalex.org/W2041311102","https://openalex.org/W2075348160","https://openalex.org/W2075920792","https://openalex.org/W2082477378","https://openalex.org/W2084959187","https://openalex.org/W2094455860","https://openalex.org/W2104695428","https://openalex.org/W2105511939","https://openalex.org/W2122375601","https://openalex.org/W2126105956","https://openalex.org/W2128357515","https://openalex.org/W2136025209","https://openalex.org/W2136910825","https://openalex.org/W2186193101","https://openalex.org/W2250322698","https://openalex.org/W2270029404","https://openalex.org/W2418932515","https://openalex.org/W2491771691","https://openalex.org/W2560345715","https://openalex.org/W2576571101","https://openalex.org/W2726176352","https://openalex.org/W2752002028","https://openalex.org/W2762040048","https://openalex.org/W2789239014","https://openalex.org/W2893331736","https://openalex.org/W3143764655","https://openalex.org/W4235459348","https://openalex.org/W4301808339"],"related_works":["https://openalex.org/W2990304177","https://openalex.org/W4230430713","https://openalex.org/W165556915","https://openalex.org/W2107463213","https://openalex.org/W2618375823","https://openalex.org/W3171028201","https://openalex.org/W186921175","https://openalex.org/W2319962314","https://openalex.org/W2031366916","https://openalex.org/W2983314446"],"abstract_inverted_index":{"Affective":[0],"responses":[1,38,107],"reflect":[2],"consumers\u2019":[3],"affective":[4,28,37,69,81,106],"needs":[5],"and":[6,80,89,110,147,189],"have":[7],"attracted":[8],"considerable":[9],"attention":[10],"in":[11],"industrial":[12],"product":[13,19,62,196],"form":[14,63,197],"design.":[15,198],"When":[16],"designing":[17,31],"a":[18,40,47,112,140,191],"for":[20,101,135,194],"consumers,":[21],"designers":[22],"should":[23],"take":[24],"into":[25],"account":[26],"multiple":[27,36,68,105],"responses.":[29,70,82],"Therefore,":[30],"products":[32],"that":[33,179],"can":[34,183],"satisfy":[35],"is":[39,58,74,87,116,127,153,190],"multi-objective":[41,113,132],"optimization":[42,114,133],"problem.":[43],"In":[44],"this":[45],"article,":[46],"novel":[48],"model":[49,115,134,146,152],"based":[50],"on":[51,96],"the":[52,84,90,97,131,143,148,157,161,173,180],"robust":[53,192],"posterior":[54],"preference":[55],"articulation":[56],"approach":[57,182,193],"proposed":[59,174,181],"to":[60,76,129,155,171],"optimize":[61],"design":[64,72,78,168,188],"by":[65],"simultaneously":[66],"considering":[67],"First,":[71],"analysis":[73],"performed":[75],"determine":[77],"variables":[79],"Subsequently,":[83],"Taguchi":[85],"method":[86],"used,":[88],"signal-to-noise":[91,102],"ratios":[92,103],"are":[93,108],"calculated.":[94],"Based":[95],"results,":[98],"predictive":[99],"models":[100],"concerning":[104],"built":[109],"then":[111],"constructed.":[117],"The":[118,176],"reference-point-based":[119],"many-objective":[120],"non-dominated":[121],"sorting":[122],"genetic":[123],"algorithm\u2013II":[124],"(called":[125],"NSGA-III)":[126],"used":[128],"solve":[130],"obtaining":[136],"Pareto":[137,163],"solutions.":[138,164],"Finally,":[139],"combination":[141],"of":[142],"fuzzy":[144,149],"Kano":[145],"optimum":[150],"selection":[151],"adopted":[154],"select":[156],"optimal":[158,187],"solution":[159],"from":[160],"obtained":[162],"A":[165],"car":[166],"profile":[167],"was":[169],"employed":[170],"present":[172],"approach.":[175],"results":[177],"reveal":[178],"effectively":[184],"achieve":[185],"an":[186],"optimizing":[195]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-30T06:05:26.967640","created_date":"2025-10-10T00:00:00"}
