{"id":"https://openalex.org/W3209073600","doi":"https://doi.org/10.1080/00207543.2021.1988748","title":"Service-oriented knowledge recommender system and performance evaluation in industrial product development","display_name":"Service-oriented knowledge recommender system and performance evaluation in industrial product development","publication_year":2021,"publication_date":"2021-10-21","ids":{"openalex":"https://openalex.org/W3209073600","doi":"https://doi.org/10.1080/00207543.2021.1988748","mag":"3209073600"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2021.1988748","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2021.1988748","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/A5017054801","display_name":"Zhenyong Wu","orcid":"https://orcid.org/0000-0002-2918-8620"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyong Wu","raw_affiliation_strings":["Research Center of Risk Management and Emergency Decision Making, School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing, People\u2019s Republic of China","Research Center of Risk Management and Emergency Decision Making, School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Research Center of Risk Management and Emergency Decision Making, School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"Research Center of Risk Management and Emergency Decision Making, School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing, People's Republic of China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012423602","display_name":"Lina He","orcid":"https://orcid.org/0000-0002-2702-5502"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lina He","raw_affiliation_strings":["School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, People\u2019s Republic of China","School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southwest Jiaotong University, Chengdu, People's Republic of China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078863002","display_name":"Xinguo Ming","orcid":"https://orcid.org/0000-0003-1750-4478"},"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":"Xinguo Ming","raw_affiliation_strings":["School of Mechanical Engineering, Shanghai Research Center for Industrial Informatics, Institute of Computer Integrated Manufacturing, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","School of Mechanical Engineering, Shanghai Research Center for Industrial Informatics, Institute of Computer Integrated Manufacturing, Shanghai Jiao Tong University, Shanghai, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Research Center for Industrial Informatics, Institute of Computer Integrated Manufacturing, Shanghai Jiao Tong University, Shanghai, People\u2019s Republic of China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Mechanical Engineering, Shanghai Research Center for Industrial Informatics, Institute of Computer Integrated Manufacturing, Shanghai Jiao Tong University, Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I183067930"]}]},{"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":4,"corresponding_author_ids":["https://openalex.org/A5012423602"],"corresponding_institution_ids":["https://openalex.org/I4800084"],"apc_list":null,"apc_paid":null,"fwci":1.7061,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.87895304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"60","issue":"20","first_page":"6226","last_page":"6247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9646999835968018,"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"}},"topics":[{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9646999835968018,"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/T12594","display_name":"Collaboration in agile enterprises","score":0.9264000058174133,"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/T12028","display_name":"Knowledge Management and Sharing","score":0.900600016117096,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.6443809270858765},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6400656700134277},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5654182434082031},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47965267300605774},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.46122437715530396},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.44483041763305664},{"id":"https://openalex.org/keywords/knowledge-value-chain","display_name":"Knowledge value chain","score":0.44282662868499756},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4342082440853119},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.4263477325439453},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.41361570358276367},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.24464893341064453},{"id":"https://openalex.org/keywords/organizational-learning","display_name":"Organizational learning","score":0.1844753921031952},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1407201588153839},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.07933992147445679}],"concepts":[{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.6443809270858765},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6400656700134277},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5654182434082031},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47965267300605774},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.46122437715530396},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.44483041763305664},{"id":"https://openalex.org/C191628500","wikidata":"https://www.wikidata.org/wiki/Q6423404","display_name":"Knowledge value chain","level":3,"score":0.44282662868499756},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4342082440853119},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.4263477325439453},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.41361570358276367},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.24464893341064453},{"id":"https://openalex.org/C169735623","wikidata":"https://www.wikidata.org/wiki/Q1430172","display_name":"Organizational learning","level":2,"score":0.1844753921031952},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1407201588153839},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.07933992147445679},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/00207543.2021.1988748","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2021.1988748","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:scholarbank.nus.edu.sg:10635/234757","is_oa":false,"landing_page_url":"https://scholarbank.nus.edu.sg/handle/10635/234757","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Taylor & Francis","raw_type":"Article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:60:y:2022:i:20:p:6226-6247","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2021.1988748","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":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1231961302","display_name":null,"funder_award_id":"51705436","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6505151571","display_name":null,"funder_award_id":"2016GXNSFBA380184","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322768","display_name":"Natural Science Foundation of Guangxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1412447802","https://openalex.org/W1533731372","https://openalex.org/W1593990516","https://openalex.org/W1969860422","https://openalex.org/W1971318281","https://openalex.org/W1980308786","https://openalex.org/W1990857997","https://openalex.org/W2008948263","https://openalex.org/W2010306143","https://openalex.org/W2012135906","https://openalex.org/W2012301363","https://openalex.org/W2019258179","https://openalex.org/W2023066481","https://openalex.org/W2029043680","https://openalex.org/W2031634675","https://openalex.org/W2044807464","https://openalex.org/W2058197591","https://openalex.org/W2065877818","https://openalex.org/W2078998933","https://openalex.org/W2080327348","https://openalex.org/W2084006633","https://openalex.org/W2085197656","https://openalex.org/W2133499271","https://openalex.org/W2138791818","https://openalex.org/W2150393162","https://openalex.org/W2162457080","https://openalex.org/W2256597144","https://openalex.org/W2293558957","https://openalex.org/W2340259015","https://openalex.org/W2557919065","https://openalex.org/W2565346001","https://openalex.org/W2567289819","https://openalex.org/W2576827906","https://openalex.org/W2640088286","https://openalex.org/W2735255127","https://openalex.org/W2769004077","https://openalex.org/W2770158689","https://openalex.org/W2802501151","https://openalex.org/W2991829549","https://openalex.org/W2998993310","https://openalex.org/W4253760012"],"related_works":["https://openalex.org/W2472540345","https://openalex.org/W2012731963","https://openalex.org/W4233041537","https://openalex.org/W1719281000","https://openalex.org/W2162136979","https://openalex.org/W2228585107","https://openalex.org/W1538105803","https://openalex.org/W169680222","https://openalex.org/W2790391411","https://openalex.org/W2803100145"],"abstract_inverted_index":{"Manufacturing":[0],"firms":[1],"today":[2],"co-exist":[3],"in":[4],"a":[5,54,73,150],"complex":[6],"collaboration":[7],"network":[8],"with":[9],"their":[10],"partners,":[11],"who":[12],"often":[13],"seek":[14],"help":[15],"from":[16],"external":[17],"knowledge":[18,34,41,65,75,83,88,94,97,110,114,144],"services":[19,42,66],"to":[20,28,35,45,56,62,138,159,162,174],"co-develop":[21],"more":[22],"competitive":[23],"products.":[24],"Thus,":[25],"knowing":[26],"how":[27,161],"accurately":[29],"and":[30,60,86,100,106,113,167,178],"rapidly":[31],"acquire":[32],"such":[33,50],"sustainably":[36],"improve":[37,139],"the":[38,47,64,80,87,93,109,121,140,143,148,164,176,181],"quality":[39,141],"of":[40,49,67,82,108,142,180],"are":[43,117],"critical":[44],"maintaining":[46],"competitiveness":[48],"firms.":[51,69],"There":[52],"is":[53,130,157,172],"need":[55],"develop":[57],"reliable":[58],"frameworks":[59],"tools":[61],"support":[63],"these":[68],"This":[70],"paper":[71],"proposes":[72],"service-oriented":[74],"recommender":[76],"framework":[77,166],"focusing":[78],"on":[79,120,153],"mechanism":[81],"service":[84,95,98,111,115],"transfer":[85],"recommendation":[89],"model,":[90],"which":[91],"comprises":[92],"demanders,":[96],"providers,":[99],"platform":[101],"operators.":[102],"The":[103],"matching":[104],"processes":[105],"algorithm":[107],"demanders":[112],"providers":[116],"designed":[118,173],"based":[119],"product":[122],"development":[123,156],"tasks.":[124],"A":[125],"fuzzy":[126,134],"synthetic":[127],"evaluation":[128,171],"method":[129],"proposed,":[131],"using":[132],"multi-factor,":[133],"decision":[135],"making":[136],"techniques,":[137],"service.":[145],"To":[146],"validate":[147],"approach,":[149],"case":[151],"study":[152],"gantry":[154],"crane":[155],"provided":[158],"show":[160],"apply":[163],"proposed":[165],"system.":[168],"An":[169],"experimental":[170],"demonstrate":[175],"benefit":[177],"performance":[179],"framework.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}