{"id":"https://openalex.org/W2991829549","doi":"https://doi.org/10.1177/1063293x19888263","title":"Knowledge recommender system for complex product development using ontology and vector space model","display_name":"Knowledge recommender system for complex product development using ontology and vector space model","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W2991829549","doi":"https://doi.org/10.1177/1063293x19888263","mag":"2991829549"},"language":"en","primary_location":{"id":"doi:10.1177/1063293x19888263","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1063293x19888263","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/A5017054801","display_name":"Zhenyong Wu","orcid":"https://orcid.org/0000-0002-2918-8620"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]},{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["CN","SG"],"is_corresponding":true,"raw_author_name":"Zhenyong Wu","raw_affiliation_strings":["NUS Business School and The Logistics Institute-Asia Pacific, National University of Singapore, Singapore","School of Mechanical Engineering, Guangxi University, Nanning, China"],"affiliations":[{"raw_affiliation_string":"NUS Business School and The Logistics Institute-Asia Pacific, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"School of Mechanical Engineering, Guangxi University, Nanning, China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448802","display_name":"Haotian Liu","orcid":"https://orcid.org/0000-0003-2872-4740"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haotian Liu","raw_affiliation_strings":["CSIC Cross Technology Co., Ltd., Wuhan, China"],"affiliations":[{"raw_affiliation_string":"CSIC Cross Technology Co., Ltd., Wuhan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010175452","display_name":"Mark Goh","orcid":"https://orcid.org/0000-0002-3620-7658"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mark Goh","raw_affiliation_strings":["NUS Business School and The Logistics Institute-Asia Pacific, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"NUS Business School and The Logistics Institute-Asia Pacific, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017054801"],"corresponding_institution_ids":["https://openalex.org/I150807315","https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.42,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.72149214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"27","issue":"4","first_page":"347","last_page":"360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9729999899864197,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9729999899864197,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9677000045776367,"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"}},{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9538999795913696,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.7773033380508423},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6780815124511719},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.6417822241783142},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6384674906730652},{"id":"https://openalex.org/keywords/knowledge-sharing","display_name":"Knowledge sharing","score":0.5975569486618042},{"id":"https://openalex.org/keywords/open-knowledge-base-connectivity","display_name":"Open Knowledge Base Connectivity","score":0.5934040546417236},{"id":"https://openalex.org/keywords/knowledge-modeling","display_name":"Knowledge modeling","score":0.5329892039299011},{"id":"https://openalex.org/keywords/knowledge-based-systems","display_name":"Knowledge-based systems","score":0.5260722041130066},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.50718092918396},{"id":"https://openalex.org/keywords/knowledge-integration","display_name":"Knowledge integration","score":0.49624282121658325},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.4562969207763672},{"id":"https://openalex.org/keywords/knowledge-value-chain","display_name":"Knowledge value chain","score":0.4546135663986206},{"id":"https://openalex.org/keywords/new-product-development","display_name":"New product development","score":0.4530014395713806},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4426254630088806},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4367557764053345},{"id":"https://openalex.org/keywords/knowledge-engineering","display_name":"Knowledge engineering","score":0.4247831702232361},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4136589467525482},{"id":"https://openalex.org/keywords/personal-knowledge-management","display_name":"Personal knowledge management","score":0.2383456826210022},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20494884252548218},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2028341293334961},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1974908411502838},{"id":"https://openalex.org/keywords/organizational-learning","display_name":"Organizational learning","score":0.12537583708763123},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10013806819915771}],"concepts":[{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.7773033380508423},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6780815124511719},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.6417822241783142},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6384674906730652},{"id":"https://openalex.org/C2776604539","wikidata":"https://www.wikidata.org/wiki/Q6423395","display_name":"Knowledge sharing","level":2,"score":0.5975569486618042},{"id":"https://openalex.org/C29804473","wikidata":"https://www.wikidata.org/wiki/Q2025711","display_name":"Open Knowledge Base Connectivity","level":4,"score":0.5934040546417236},{"id":"https://openalex.org/C2775966667","wikidata":"https://www.wikidata.org/wiki/Q6423384","display_name":"Knowledge modeling","level":3,"score":0.5329892039299011},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.5260722041130066},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.50718092918396},{"id":"https://openalex.org/C56289545","wikidata":"https://www.wikidata.org/wiki/Q6423376","display_name":"Knowledge integration","level":3,"score":0.49624282121658325},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.4562969207763672},{"id":"https://openalex.org/C191628500","wikidata":"https://www.wikidata.org/wiki/Q6423404","display_name":"Knowledge value chain","level":3,"score":0.4546135663986206},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.4530014395713806},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4426254630088806},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4367557764053345},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.4247831702232361},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4136589467525482},{"id":"https://openalex.org/C187572123","wikidata":"https://www.wikidata.org/wiki/Q2034224","display_name":"Personal knowledge management","level":3,"score":0.2383456826210022},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20494884252548218},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2028341293334961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1974908411502838},{"id":"https://openalex.org/C169735623","wikidata":"https://www.wikidata.org/wiki/Q1430172","display_name":"Organizational learning","level":2,"score":0.12537583708763123},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10013806819915771},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1063293x19888263","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1063293x19888263","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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1980308786","https://openalex.org/W1984717569","https://openalex.org/W1991501165","https://openalex.org/W1999074851","https://openalex.org/W2012981759","https://openalex.org/W2029043680","https://openalex.org/W2031634675","https://openalex.org/W2076653290","https://openalex.org/W2080327348","https://openalex.org/W2081114853","https://openalex.org/W2094344199","https://openalex.org/W2094532757","https://openalex.org/W2110460921","https://openalex.org/W2293558957","https://openalex.org/W2294521270","https://openalex.org/W2340259015","https://openalex.org/W2510778524","https://openalex.org/W2551205480","https://openalex.org/W2557919065","https://openalex.org/W2568629409","https://openalex.org/W2576827906","https://openalex.org/W2579393094","https://openalex.org/W2589168687","https://openalex.org/W2604501169","https://openalex.org/W2615610321","https://openalex.org/W2735255127","https://openalex.org/W2737130045","https://openalex.org/W2746169246","https://openalex.org/W2766308889","https://openalex.org/W2782322345","https://openalex.org/W2888261723","https://openalex.org/W2953139830","https://openalex.org/W2967135284","https://openalex.org/W4230380091","https://openalex.org/W4237410732","https://openalex.org/W4254025347"],"related_works":["https://openalex.org/W2117953043","https://openalex.org/W4283707695","https://openalex.org/W2141275682","https://openalex.org/W2347609394","https://openalex.org/W2070972536","https://openalex.org/W2136104224","https://openalex.org/W3119641321","https://openalex.org/W3126320504","https://openalex.org/W2016440004","https://openalex.org/W2012720743"],"abstract_inverted_index":{"Knowledge":[0],"recommendation":[1,37,74],"has":[2],"become":[3],"a":[4,35,69],"trend":[5],"to":[6,43,63,78],"improve":[7],"the":[8,20,45,65,80,88,91],"efficiency":[9],"of":[10,22,49,90],"acquiring":[11],"knowledge":[12,26,30,36,50,56,66,73,81],"during":[13],"product":[14],"development.":[15],"As":[16],"such,":[17],"coping":[18],"with":[19],"challenge":[21],"constantly":[23],"discovering":[24],"new":[25],"is":[27,59,76],"critical":[28],"for":[29],"reuse.":[31],"This":[32],"article":[33],"proposes":[34],"framework":[38],"based":[39],"on":[40],"design":[41],"tasks,":[42],"facilitate":[44],"capturing":[46],"and":[47,61,68],"sharing":[48],"in":[51],"manufacturing":[52],"firms.":[53],"An":[54],"ontology-based":[55],"representation":[57],"model":[58,75],"designed":[60],"developed":[62],"organize":[64],"resources":[67],"vector":[70],"space":[71],"model-based":[72],"built":[77],"hasten":[79],"reuse":[82],"process.":[83],"A":[84],"case":[85],"study":[86],"demonstrates":[87],"effectiveness":[89],"proposed":[92],"method.":[93]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
