{"id":"https://openalex.org/W4405224910","doi":"https://doi.org/10.1093/jcde/qwae108","title":"Knowledge graph-based multi-granularity tacit design knowledge reuse for product design","display_name":"Knowledge graph-based multi-granularity tacit design knowledge reuse for product design","publication_year":2024,"publication_date":"2024-12-05","ids":{"openalex":"https://openalex.org/W4405224910","doi":"https://doi.org/10.1093/jcde/qwae108"},"language":"en","primary_location":{"id":"doi:10.1093/jcde/qwae108","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwae108","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwae108/60964820/qwae108.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwae108/60964820/qwae108.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100405572","display_name":"Jia Jia","orcid":"https://orcid.org/0000-0002-7336-4003"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Jia","raw_affiliation_strings":["School of Mechanical Engineering, Dalian University of Technology , Dalian 116024 ,","School of Mechanical Engineering, Dalian University of Technology, Dalian, 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Dalian University of Technology , Dalian 116024 ,","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"School of Mechanical Engineering, Dalian University of Technology, Dalian, 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032840730","display_name":"Yingzhong Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yingzhong Zhang","raw_affiliation_strings":["Intelligent Manufacturing and Automotive College, Yunnan Economics Trade and Foreign Affairs College , Kunming 650114 ,","School of Mechanical Engineering, Dalian University of Technology , Dalian 116024 ,","School of Mechanical Engineering, Dalian University of Technology, Dalian, 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Manufacturing and Automotive College, Yunnan Economics Trade and Foreign Affairs College , Kunming 650114 ,","institution_ids":[]},{"raw_affiliation_string":"School of Mechanical Engineering, Dalian University of Technology , Dalian 116024 ,","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"School of Mechanical Engineering, Dalian University of Technology, Dalian, 116024, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072265484","display_name":"Mohamed Saad","orcid":"https://orcid.org/0009-0004-8417-8953"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mohamed Saad","raw_affiliation_strings":["School of Mechanical Engineering, Dalian University of Technology , Dalian 116024 ,","School of Mechanical Engineering, Dalian University of Technology, Dalian, 116024, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Dalian University of Technology , Dalian 116024 ,","institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"]},{"raw_affiliation_string":"School of Mechanical Engineering, Dalian University of Technology, Dalian, 116024, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032840730"],"corresponding_institution_ids":["https://openalex.org/I27357992","https://openalex.org/I4210092944"],"apc_list":{"value":1650,"currency":"USD","value_usd":1650},"apc_paid":{"value":1650,"currency":"USD","value_usd":1650},"fwci":0.7371,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67654819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"12","issue":"1","first_page":"53","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.9987999796867371,"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/T11729","display_name":"Product Development and Customization","score":0.9969000220298767,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9936000108718872,"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/design-knowledge","display_name":"Design knowledge","score":0.657683789730072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5879775285720825},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.5548954010009766},{"id":"https://openalex.org/keywords/product-design","display_name":"Product design","score":0.5407403111457825},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.5343116521835327},{"id":"https://openalex.org/keywords/high-level-design","display_name":"High-level design","score":0.4953083097934723},{"id":"https://openalex.org/keywords/design-technology","display_name":"Design technology","score":0.4333886504173279},{"id":"https://openalex.org/keywords/design-process","display_name":"Design process","score":0.42845994234085083},{"id":"https://openalex.org/keywords/engineering-design-process","display_name":"Engineering design process","score":0.4260020852088928},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3741058111190796},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34253332018852234},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2858465313911438},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.2560453414916992},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.11008554697036743},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10926738381385803},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08727243542671204},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.08084225654602051}],"concepts":[{"id":"https://openalex.org/C2778712445","wikidata":"https://www.wikidata.org/wiki/Q5264352","display_name":"Design knowledge","level":3,"score":0.657683789730072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5879775285720825},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.5548954010009766},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.5407403111457825},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.5343116521835327},{"id":"https://openalex.org/C78246475","wikidata":"https://www.wikidata.org/wiki/Q5754546","display_name":"High-level design","level":4,"score":0.4953083097934723},{"id":"https://openalex.org/C179737136","wikidata":"https://www.wikidata.org/wiki/Q5264382","display_name":"Design technology","level":2,"score":0.4333886504173279},{"id":"https://openalex.org/C48262172","wikidata":"https://www.wikidata.org/wiki/Q16908765","display_name":"Design process","level":3,"score":0.42845994234085083},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.4260020852088928},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3741058111190796},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34253332018852234},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2858465313911438},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.2560453414916992},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.11008554697036743},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10926738381385803},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08727243542671204},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.08084225654602051},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jcde/qwae108","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwae108","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwae108/60964820/qwae108.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1093/jcde/qwae108","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwae108","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwae108/60964820/qwae108.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3802857275","display_name":"\u878d\u5408\u8bed\u4e49\u8868\u793a\u548c\u5173\u7cfb\u5b66\u4e60\u7684\u4ea7\u54c1\u8bbe\u8ba1\u7406\u6027\u9690\u6027\u77e5\u8bc6\u83b7\u53d6\u4e0e\u91cd\u7528\u673a\u5236\u7814\u7a76","funder_award_id":"51775081","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405224910.pdf","grobid_xml":"https://content.openalex.org/works/W4405224910.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1529533208","https://openalex.org/W2029249040","https://openalex.org/W2052179235","https://openalex.org/W2109753940","https://openalex.org/W2126385963","https://openalex.org/W2137665890","https://openalex.org/W3172039120","https://openalex.org/W3193620895","https://openalex.org/W3198103679","https://openalex.org/W3199306440","https://openalex.org/W3200664958","https://openalex.org/W3201736551","https://openalex.org/W4205738953","https://openalex.org/W4205993113","https://openalex.org/W4210603775","https://openalex.org/W4221101029","https://openalex.org/W4224326912","https://openalex.org/W4225987516","https://openalex.org/W4283783332","https://openalex.org/W4285726368","https://openalex.org/W4291746941","https://openalex.org/W4299627282","https://openalex.org/W4299828299","https://openalex.org/W4307863025","https://openalex.org/W4311118768","https://openalex.org/W4316369311","https://openalex.org/W4319736113","https://openalex.org/W4323066511","https://openalex.org/W4368374795","https://openalex.org/W4383483911","https://openalex.org/W4383648163","https://openalex.org/W4384160245","https://openalex.org/W4387816888","https://openalex.org/W4390636069","https://openalex.org/W4391460495","https://openalex.org/W4392450728","https://openalex.org/W4395054666","https://openalex.org/W4401581938","https://openalex.org/W6608344535","https://openalex.org/W6680753811","https://openalex.org/W6861595843"],"related_works":["https://openalex.org/W2332110677","https://openalex.org/W2744368607","https://openalex.org/W2161832433","https://openalex.org/W2137756846","https://openalex.org/W2523926881","https://openalex.org/W2359669250","https://openalex.org/W933387335","https://openalex.org/W2353454582","https://openalex.org/W1558537560","https://openalex.org/W2333988424"],"abstract_inverted_index":{"Abstract":[0],"Decomposing":[1],"product":[2,14,32,61],"design":[3,17,33,62,67,82,88,93,97,121,135,139,152,156,163,168,172,182,188,196,209,222,239,250,259,264,270,279,296],"into":[4],"multiple":[5],"granularities":[6,200],"is":[7,39,63,74,109,147,160,175,224,280],"an":[8,27],"effective":[9],"strategy":[10],"to":[11,21,41,46,76,117,149,213,237,254,301],"implement":[12],"complex":[13],"design.":[15,216],"Tacit":[16],"knowledge":[18,54,70,122],"(TDK),":[19],"adhering":[20],"designers\u2019":[22],"experience":[23],"and":[24,43,91,126,140,154,190,261,266,286],"intuition,":[25],"plays":[26],"essential":[28],"role":[29],"in":[30,166],"the":[31,66,81,92,112,115,119,131,144,151,171,181,187,195,207,214,220,249,258,262,269,284,289,294,303,306],"at":[34,50,198,227],"various":[35],"granularities,":[36],"but":[37],"it":[38],"difficult":[40],"acquire":[42],"reuse":[44,58],"due":[45],"its":[47],"implicity.":[48],"Aiming":[49],"this":[51],"issue,":[52],"a":[53,234,273],"graph-based":[55],"multi-granularity":[56,120],"TDK":[57,146],"framework":[59,132],"for":[60,162,276],"presented.":[64],"First,":[65],"issue-solving":[68,183],"oriented":[69],"graph":[71],"(DSKG)":[72],"model":[73,108],"employed":[75,161],"indirectly":[77],"capture":[78],"TDK,":[79],"where":[80,143],"result":[83],"data":[84],"are":[85,99,298],"represented":[86,100],"as":[87,101,111],"solution":[89,98,164,223,251,265],"nodes":[90],"issues":[94],"that":[95],"refine":[96],"relation":[102],"edges.":[103],"An":[104],"improved":[105],"ontological":[106],"concept":[107],"designed":[110],"schema":[113],"of":[114,128,288,305],"DSKG":[116,158],"represent":[118],"on":[123,242],"functions,":[124],"behaviours,":[125],"structures":[127],"products.":[129],"Afterwards,":[130],"supports":[133],"two":[134],"modes,":[136,169],"i.e.,":[137],"top\u2013down":[138,179],"bottom\u2013up":[141,218],"design,":[142,180,219],"captured":[145],"reused":[148],"create":[150],"context":[153,173,240],"predict":[155],"solutions.":[157],"embedding":[159],"prediction":[165],"both":[167],"while":[170],"creation":[174],"achieved":[176],"distinctively.":[177],"In":[178,217],"process":[184],"starts":[185],"from":[186],"requirements":[189,260],"then":[191],"gradually":[192],"downward":[193],"refines":[194],"solutions":[197],"different":[199],"with":[201,293],"breadth-first":[202],"strategy,":[203],"which":[204,282],"naturally":[205],"creates":[206],"continuous":[208],"context,":[210],"until":[211],"moving":[212],"detailed":[215],"target":[221],"commonly":[225],"isolated":[226,263],"specific":[228],"fine-grained":[229],"granularity.":[230],"This":[231],"paper":[232],"presents":[233],"novel":[235],"approach":[236],"constructing":[238],"based":[241],"path-ranking":[243],"algorithm.":[244],"Path-ranking":[245],"algorithm":[246],"can":[247],"identify":[248],"influence":[252],"paths":[253],"build":[255],"connections":[256],"between":[257],"thus":[267],"construct":[268],"context.":[271],"Finally,":[272],"case":[274],"study":[275],"stamping":[277],"die":[278],"implemented,":[281],"illustrates":[283],"feasibility":[285],"effectiveness":[287],"framework.":[290,308],"The":[291],"comparisons":[292],"state-of-the-art":[295],"methods":[297],"also":[299],"made":[300],"demonstrate":[302],"merits":[304],"presented":[307]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2025-10-10T00:00:00"}
