{"id":"https://openalex.org/W2844568069","doi":"https://doi.org/10.1080/00207543.2018.1480843","title":"A data-driven approach for the optimisation of product specifications","display_name":"A data-driven approach for the optimisation of product specifications","publication_year":2018,"publication_date":"2018-07-05","ids":{"openalex":"https://openalex.org/W2844568069","doi":"https://doi.org/10.1080/00207543.2018.1480843","mag":"2844568069"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2018.1480843","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2018.1480843","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5100699231","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-2917-9652"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046567480","display_name":"Xuening Chu","orcid":"https://orcid.org/0000-0002-8136-4441"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuening Chu","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018750430","display_name":"Hansi Chen","orcid":"https://orcid.org/0000-0002-9816-610X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hansi Chen","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110951538","display_name":"Bo Yan","orcid":"https://orcid.org/0000-0003-1750-3803"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yan","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5046567480"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.7985,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.87712203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"57","issue":"3","first_page":"703","last_page":"721"},"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":0.9997000098228455,"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":0.9997000098228455,"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/T11729","display_name":"Product Development and Customization","score":0.9976999759674072,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5954757928848267},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.5486458539962769},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.532392144203186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.519317090511322},{"id":"https://openalex.org/keywords/customer-satisfaction","display_name":"Customer satisfaction","score":0.5036508440971375},{"id":"https://openalex.org/keywords/bundle","display_name":"Bundle","score":0.5030099749565125},{"id":"https://openalex.org/keywords/conjoint-analysis","display_name":"Conjoint analysis","score":0.4423840641975403},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3665332794189453},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29701077938079834},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11126422882080078},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.10371872782707214}],"concepts":[{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5954757928848267},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.5486458539962769},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.532392144203186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.519317090511322},{"id":"https://openalex.org/C191511416","wikidata":"https://www.wikidata.org/wiki/Q999278","display_name":"Customer satisfaction","level":2,"score":0.5036508440971375},{"id":"https://openalex.org/C2778134712","wikidata":"https://www.wikidata.org/wiki/Q1047307","display_name":"Bundle","level":2,"score":0.5030099749565125},{"id":"https://openalex.org/C2778054375","wikidata":"https://www.wikidata.org/wiki/Q203973","display_name":"Conjoint analysis","level":3,"score":0.4423840641975403},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3665332794189453},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29701077938079834},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11126422882080078},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.10371872782707214},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2018.1480843","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2018.1480843","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:57:y:2019:i:3:p:703-721","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2018.1480843","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G4305092385","display_name":null,"funder_award_id":"51475290, 51075261","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":47,"referenced_works":["https://openalex.org/W1980767704","https://openalex.org/W1992793578","https://openalex.org/W1993751044","https://openalex.org/W1994941778","https://openalex.org/W2005698058","https://openalex.org/W2007317506","https://openalex.org/W2010054513","https://openalex.org/W2011367516","https://openalex.org/W2014505627","https://openalex.org/W2018415434","https://openalex.org/W2024353778","https://openalex.org/W2024983677","https://openalex.org/W2025863611","https://openalex.org/W2047057867","https://openalex.org/W2061469273","https://openalex.org/W2074380759","https://openalex.org/W2083211843","https://openalex.org/W2083329137","https://openalex.org/W2088352794","https://openalex.org/W2090207125","https://openalex.org/W2104442994","https://openalex.org/W2107354492","https://openalex.org/W2109050268","https://openalex.org/W2112271228","https://openalex.org/W2133729329","https://openalex.org/W2141246922","https://openalex.org/W2142392467","https://openalex.org/W2143599027","https://openalex.org/W2150734509","https://openalex.org/W2154370737","https://openalex.org/W2160867633","https://openalex.org/W2167145078","https://openalex.org/W2173722108","https://openalex.org/W2286501975","https://openalex.org/W2313304565","https://openalex.org/W2336392079","https://openalex.org/W2340001776","https://openalex.org/W2398152130","https://openalex.org/W2558743517","https://openalex.org/W2560849594","https://openalex.org/W3123108492","https://openalex.org/W3124270328","https://openalex.org/W3125303440","https://openalex.org/W4235185733","https://openalex.org/W4242609504","https://openalex.org/W4245751490","https://openalex.org/W4246753122"],"related_works":["https://openalex.org/W2381263269","https://openalex.org/W2381422100","https://openalex.org/W1983799481","https://openalex.org/W1487922967","https://openalex.org/W3188248910","https://openalex.org/W4254094947","https://openalex.org/W2282532243","https://openalex.org/W2136672644","https://openalex.org/W762005692","https://openalex.org/W621920287"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,36,61,87,115,134],"develop":[3],"the":[4,34,38,56,63,77,89,93,106,117,121,129,136,139,145,154,161,167,170,176,187],"profit-maximising,":[5],"market":[6,69],"share-maximising":[7],"or":[8],"cost-minimising":[9],"bundle":[10],"of":[11,138],"product":[12,159],"engineering":[13,95],"specifications":[14,131],"with":[15,144],"proper":[16],"performance":[17],"levels,":[18],"an":[19],"optimisation":[20,39,107],"model":[21,53,84],"driven":[22],"by":[23,104],"operating":[24,29],"data":[25,30],"is":[26,59,85,113,132],"proposed.":[27],"The":[28,67,97],"are":[31,173],"input":[32],"as":[33],"sources":[35],"conduct":[37],"and":[40,91],"a":[41,50,82,110],"data-based":[42],"customer":[43,51,57,64,184],"satisfaction":[44,58],"function":[45,112],"can":[46,73,101,165],"be":[47,74,102,179],"formed.":[48],"Then,":[49],"choice":[52,65,78],"developed":[54,141],"from":[55,76,120],"constructed":[60,86],"estimate":[62],"probability.":[66,79],"expected":[68],"share":[70],"(EMS)":[71],"then":[72],"derived":[75],"After":[80],"all,":[81],"multi-objective":[83],"maximise":[88],"EMS":[90],"minimise":[92],"total":[94],"cost.":[96],"candidate":[98],"Pareto-optimal":[99,122],"solutions":[100],"obtained":[103],"solving":[105],"model.":[108,189],"Then":[109],"membership":[111],"defined":[114],"select":[116],"optimal":[118],"solution":[119],"solutions.":[123],"A":[124],"case":[125],"study":[126],"for":[127,158],"optimising":[128],"smartphone\u2019s":[130],"conducted":[133],"demonstrate":[135],"effectiveness":[137],"newly":[140],"approach.":[142],"Compared":[143],"commonly":[146],"used":[147],"Conjoint":[148],"Analysis":[149],"(CA)":[150],"method":[151,164,178],"in":[152,182],"determining":[153],"most":[155],"desired":[156],"levels":[157],"specifications,":[160],"proposed":[162,177],"data-driven":[163],"avoid":[166],"situation":[168],"where":[169],"user\u2019s":[171],"preferences":[172,185],"irrational,":[174],"making":[175],"more":[180],"practical":[181],"measuring":[183],"than":[186],"utility-based":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
