{"id":"https://openalex.org/W4298002567","doi":"https://doi.org/10.1080/00207543.2022.2127964","title":"A factorisation-based recommendation model for customised products configuration design","display_name":"A factorisation-based recommendation model for customised products configuration design","publication_year":2022,"publication_date":"2022-09-29","ids":{"openalex":"https://openalex.org/W4298002567","doi":"https://doi.org/10.1080/00207543.2022.2127964"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2022.2127964","doi":"https://doi.org/10.1080/00207543.2022.2127964","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2022.2127964","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,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","fnege-2","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"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"},"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/A5101190319","display_name":"Huifang Zhou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4391767679","display_name":"State Key Laboratory Fluid Power and Mechatronic Systems","ror":"https://ror.org/01h0g5x34","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767679","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huifang Zhou","raw_affiliation_strings":["State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4391767679","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041037485","display_name":"Shuyou Zhang","orcid":"https://orcid.org/0000-0001-9023-5361","observed_orcids":["https://orcid.org/0000-0001-9023-5361"]},"institutions":[{"id":"https://openalex.org/I4391767679","display_name":"State Key Laboratory Fluid Power and Mechatronic Systems","ror":"https://ror.org/01h0g5x34","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767679","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyou Zhang","raw_affiliation_strings":["State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4391767679","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062424762","display_name":"Lemiao Qiu","orcid":"https://orcid.org/0000-0001-9358-0099","observed_orcids":["https://orcid.org/0000-0001-9358-0099"]},"institutions":[{"id":"https://openalex.org/I4391767679","display_name":"State Key Laboratory Fluid Power and Mechatronic Systems","ror":"https://ror.org/01h0g5x34","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767679","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lemiao Qiu","raw_affiliation_strings":["State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-9358-0099","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4391767679","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693880","display_name":"Zili Wang","orcid":"https://orcid.org/0000-0002-5003-3092","observed_orcids":["https://orcid.org/0000-0002-5003-3092","https://orcid.org/0000-0003-0943-7535","https://orcid.org/0009-0003-0455-7631"]},"institutions":[{"id":"https://openalex.org/I4391767679","display_name":"State Key Laboratory Fluid Power and Mechatronic Systems","ror":"https://ror.org/01h0g5x34","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767679","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zili Wang","raw_affiliation_strings":["State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4391767679","https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047651979","display_name":"Kerui Hu","orcid":"https://orcid.org/0000-0002-8055-6468","observed_orcids":["https://orcid.org/0000-0002-8055-6468"]},"institutions":[{"id":"https://openalex.org/I4391767679","display_name":"State Key Laboratory Fluid Power and Mechatronic Systems","ror":"https://ror.org/01h0g5x34","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391767679","https://openalex.org/I76130692"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kerui Hu","raw_affiliation_strings":["State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4391767679","https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5062424762"],"corresponding_institution_ids":["https://openalex.org/I4391767679","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":1.7541,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85770456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"61","issue":"19","first_page":"6381","last_page":"6402"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.8481000065803528,"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/T11729","display_name":"Product Development and Customization","score":0.8481000065803528,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.14790000021457672,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/product-configuration-design","display_name":"product configuration design","score":0.8870000243186951},{"id":"https://openalex.org/keywords/configurable-products","display_name":"configurable products","score":0.7429999709129333},{"id":"https://openalex.org/keywords/recommendation-model","display_name":"recommendation model","score":0.6460000276565552}],"concepts":[{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.7355053424835205},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6997231245040894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388218402862549},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5058095455169678},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5012211799621582},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.48628151416778564},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46492528915405273},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.4323517084121704},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3951016068458557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39114177227020264},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08413726091384888},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2022.2127964","doi":"https://doi.org/10.1080/00207543.2022.2127964","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2022.2127964","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,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","fnege-2","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"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:61:y:2023:i:19:p:6381-6402","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2022.2127964","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,"listed_in":[],"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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"sustainable_development_goals_aurora":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.49000000953674316}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W157025182","https://openalex.org/W950964638","https://openalex.org/W1522301498","https://openalex.org/W1836465849","https://openalex.org/W1966151743","https://openalex.org/W1972578510","https://openalex.org/W1984032877","https://openalex.org/W1993697989","https://openalex.org/W2004707806","https://openalex.org/W2007472459","https://openalex.org/W2014096092","https://openalex.org/W2020463333","https://openalex.org/W2021109866","https://openalex.org/W2029574325","https://openalex.org/W2032197932","https://openalex.org/W2037041686","https://openalex.org/W2037142391","https://openalex.org/W2039309932","https://openalex.org/W2045059695","https://openalex.org/W2048992977","https://openalex.org/W2049201401","https://openalex.org/W2051500285","https://openalex.org/W2057775170","https://openalex.org/W2064256741","https://openalex.org/W2065957175","https://openalex.org/W2075321883","https://openalex.org/W2081722939","https://openalex.org/W2087676477","https://openalex.org/W2088944700","https://openalex.org/W2089167462","https://openalex.org/W2093756363","https://openalex.org/W2113517874","https://openalex.org/W2134115883","https://openalex.org/W2199164494","https://openalex.org/W2295739661","https://openalex.org/W2333902075","https://openalex.org/W2475334473","https://openalex.org/W2509235963","https://openalex.org/W2518677106","https://openalex.org/W2534506352","https://openalex.org/W2548570154","https://openalex.org/W2604662567","https://openalex.org/W2610518724","https://openalex.org/W2626778328","https://openalex.org/W2754600707","https://openalex.org/W2788784325","https://openalex.org/W2793768763","https://openalex.org/W2898085636","https://openalex.org/W2928738504","https://openalex.org/W2964052347","https://openalex.org/W2964182926","https://openalex.org/W2997130580","https://openalex.org/W2998207486","https://openalex.org/W3001573617","https://openalex.org/W3087842622","https://openalex.org/W3093945404","https://openalex.org/W3129560627","https://openalex.org/W3136292600","https://openalex.org/W3189014113","https://openalex.org/W4200135144"],"related_works":["https://openalex.org/W4411230862","https://openalex.org/W2791672417","https://openalex.org/W2735176694","https://openalex.org/W4304466662","https://openalex.org/W25718290","https://openalex.org/W2082637556","https://openalex.org/W2129355800","https://openalex.org/W7137713617","https://openalex.org/W4297802417","https://openalex.org/W2062698922"],"abstract_inverted_index":{"Product":[0],"configuration":[1,28,41,55,164],"design":[2,42,165],"combines":[3],"the":[4,21,27,31,35,104,111,117,142,146,155,167,193],"existing":[5,40],"configurable":[6],"components":[7],"of":[8,26,39,73,78,94,149,166],"enterprises":[9],"to":[10,128,160],"quickly":[11],"form":[12],"a":[13,47,70,81,85,92,123,174],"new":[14],"product":[15,54,63],"that":[16,179,197],"meets":[17,198],"customised":[18,53],"requirements.":[19,200],"However,":[20],"representation,":[22],"maintenance,":[23],"and":[24,30,37,62,68,84,102,109,133,152,188],"update":[25],"knowledge,":[29],"mismatch":[32],"problem":[33],"restrict":[34],"rationality":[36],"efficiency":[38],"methods.":[43],"In":[44],"this":[45],"paper,":[46],"recommendation":[48,181],"model":[49,182],"is":[50,171],"developed":[51],"for":[52],"design,":[56],"which":[57],"takes":[58],"personalised":[59],"customer":[60,199],"requirements":[61],"component":[64,74,95,186],"information":[65],"as":[66,173],"input":[67],"outputs":[69],"ranked":[71],"list":[72],"instances.":[75],"It":[76],"consists":[77],"two":[79],"sub-models:":[80],"retrieval":[82,89],"sub-model":[83,90,106,119,144],"ranking":[86,105,118,143],"sub-model.":[87],"The":[88,163],"selects":[91,110,154],"set":[93],"instance":[96],"candidates":[97,151],"from":[98],"all":[99,150],"possible":[100,113,157,195],"candidates,":[101],"then":[103,153,189],"ranks":[107],"them":[108],"best":[112,156,194],"candidate.":[114],"To":[115],"boost":[116],"performance,":[120],"we":[121],"propose":[122],"novel":[124],"interacting":[125],"network,":[126],"DualAdap,":[127],"extract":[129],"meaningful":[130],"low-order,":[131],"high-order,":[132],"adaptive-order":[134],"cross":[135,140],"features.":[136],"Based":[137],"on":[138],"learned":[139],"features,":[141],"computes":[145],"adoption":[147,161],"scores":[148],"candidate":[158,196],"according":[159],"scores.":[162],"elevator":[168],"traction":[169],"machine":[170],"taken":[172],"case":[175],"study.":[176],"Results":[177],"verify":[178],"our":[180],"can":[183],"identify":[184],"similar":[185],"instances":[187],"accurately":[190],"pick":[191],"out":[192]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-10-01T00:00:00"}