{"id":"https://openalex.org/W7163183359","doi":"https://doi.org/10.1016/j.asoc.2026.115579","title":"A novel cascade effect integrated graph convolutional network for reliable collaboration optimization of manufacturing service towards mass personalized PCB production","display_name":"A novel cascade effect integrated graph convolutional network for reliable collaboration optimization of manufacturing service towards mass personalized PCB production","publication_year":2026,"publication_date":"2026-06-02","ids":{"openalex":"https://openalex.org/W7163183359","doi":"https://doi.org/10.1016/j.asoc.2026.115579"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2026.115579","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115579","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","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/A5025465472","display_name":"ZG Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163926","display_name":"Zhejiang Medicine (China)","ror":"https://ror.org/05h86nk22","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210163926"]},{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengchao Liu","raw_affiliation_strings":["Jiangxi University of Science and Technology, School of Mechanical and Electrical Engineering, Ganzhou, 341000, Jiangxi, China","Zhejiang Meili High Technology Co., Ltd, Shaoxing, 312500, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-7615-1751","affiliations":[{"raw_affiliation_string":"Jiangxi University of Science and Technology, School of Mechanical and Electrical Engineering, Ganzhou, 341000, Jiangxi, China","institution_ids":["https://openalex.org/I4510145"]},{"raw_affiliation_string":"Zhejiang Meili High Technology Co., Ltd, Shaoxing, 312500, Zhejiang, China","institution_ids":["https://openalex.org/I4210163926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046876914","display_name":"Zhihao Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Zeng","raw_affiliation_strings":["Jiangxi University of Science and Technology, School of Mechanical and Electrical Engineering, Ganzhou, 341000, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi University of Science and Technology, School of Mechanical and Electrical Engineering, Ganzhou, 341000, Jiangxi, China","institution_ids":["https://openalex.org/I4510145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137688373","display_name":"Hongtao Tang","orcid":"https://orcid.org/0000-0001-5027-8316"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongtao Tang","raw_affiliation_strings":["Wuhan University of Technology, Hubei Digital Manufacturing Key Laboratory, Wuhan, 430070, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-5027-8316","affiliations":[{"raw_affiliation_string":"Wuhan University of Technology, Hubei Digital Manufacturing Key Laboratory, Wuhan, 430070, Hubei, China","institution_ids":["https://openalex.org/I196699116","https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137659022","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0001-9970-9703"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]},{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Wuhan University of Technology, Hubei Digital Manufacturing Key Laboratory, Wuhan, 430070, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0001-9970-9703","affiliations":[{"raw_affiliation_string":"Wuhan University of Technology, Hubei Digital Manufacturing Key Laboratory, Wuhan, 430070, Hubei, China","institution_ids":["https://openalex.org/I196699116","https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137627167","display_name":"Chunrong Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunrong Pan","raw_affiliation_strings":["Jiangxi University of Science and Technology, School of Mechanical and Electrical Engineering, Ganzhou, 341000, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi University of Science and Technology, School of Mechanical and Electrical Engineering, Ganzhou, 341000, Jiangxi, China","institution_ids":["https://openalex.org/I4510145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137641196","display_name":"Junjie Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Chen","raw_affiliation_strings":["Jiangxi University of Science and Technology, School of Mechanical and Electrical Engineering, Ganzhou, 341000, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi University of Science and Technology, School of Mechanical and Electrical Engineering, Ganzhou, 341000, Jiangxi, China","institution_ids":["https://openalex.org/I4510145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114210475","display_name":"Yongjun Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4510145","display_name":"Jiangxi University of Science and Technology","ror":"https://ror.org/03q0t9252","country_code":"CN","type":"education","lineage":["https://openalex.org/I4510145"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjun Cheng","raw_affiliation_strings":["Jiangxi University of Science and Technology, School of Mechanical and Electrical Engineering, Ganzhou, 341000, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi University of Science and Technology, School of Mechanical and Electrical Engineering, Ganzhou, 341000, Jiangxi, China","institution_ids":["https://openalex.org/I4510145"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5137688373"],"corresponding_institution_ids":["https://openalex.org/I196699116","https://openalex.org/I74525822"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.63831692,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"201","issue":null,"first_page":"115579","last_page":"115579"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.10689999908208847,"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"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.10689999908208847,"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/T11729","display_name":"Product Development and Customization","score":0.07999999821186066,"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/T12594","display_name":"Collaboration in agile enterprises","score":0.07159999758005142,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5142999887466431},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.48570001125335693},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.48420000076293945},{"id":"https://openalex.org/keywords/computer-integrated-manufacturing","display_name":"Computer-integrated manufacturing","score":0.4812000095844269},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4499000012874603},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4381999969482422},{"id":"https://openalex.org/keywords/manufacturing-execution-system","display_name":"Manufacturing execution system","score":0.3952000141143799},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.3806999921798706},{"id":"https://openalex.org/keywords/advanced-manufacturing","display_name":"Advanced manufacturing","score":0.37929999828338623}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7152000069618225},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5142999887466431},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.48570001125335693},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.48420000076293945},{"id":"https://openalex.org/C53688548","wikidata":"https://www.wikidata.org/wiki/Q1122190","display_name":"Computer-integrated manufacturing","level":2,"score":0.4812000095844269},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4499000012874603},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4381999969482422},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.41269999742507935},{"id":"https://openalex.org/C7923174","wikidata":"https://www.wikidata.org/wiki/Q1404943","display_name":"Manufacturing execution system","level":3,"score":0.3952000141143799},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.3806999921798706},{"id":"https://openalex.org/C77854861","wikidata":"https://www.wikidata.org/wiki/Q4686346","display_name":"Advanced manufacturing","level":2,"score":0.37929999828338623},{"id":"https://openalex.org/C120793396","wikidata":"https://www.wikidata.org/wiki/Q173350","display_name":"Printed circuit board","level":2,"score":0.3580999970436096},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.35530000925064087},{"id":"https://openalex.org/C2778938233","wikidata":"https://www.wikidata.org/wiki/Q7180757","display_name":"Pharmaceutical manufacturing","level":2,"score":0.35019999742507935},{"id":"https://openalex.org/C2781468064","wikidata":"https://www.wikidata.org/wiki/Q1267117","display_name":"Lead time","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C2776043813","wikidata":"https://www.wikidata.org/wiki/Q1759113","display_name":"Batch production","level":2,"score":0.3325999975204468},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.3310999870300293},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3310000002384186},{"id":"https://openalex.org/C45237549","wikidata":"https://www.wikidata.org/wiki/Q1376796","display_name":"Restructuring","level":2,"score":0.3149000108242035},{"id":"https://openalex.org/C72414096","wikidata":"https://www.wikidata.org/wiki/Q1367461","display_name":"Mass customization","level":3,"score":0.3138999938964844},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.30379998683929443},{"id":"https://openalex.org/C150256626","wikidata":"https://www.wikidata.org/wiki/Q6042822","display_name":"Integrated Computer-Aided Manufacturing","level":3,"score":0.28060001134872437},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C2984334869","wikidata":"https://www.wikidata.org/wiki/Q1060653","display_name":"Customer service","level":3,"score":0.26510000228881836},{"id":"https://openalex.org/C43246008","wikidata":"https://www.wikidata.org/wiki/Q55638","display_name":"Tertiary sector of the economy","level":2,"score":0.26190000772476196},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C2987875673","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing process","level":2,"score":0.25360000133514404},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.2515000104904175},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2026.115579","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2026.115579","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.42415210604667664,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2323324360","https://openalex.org/W3088027828","https://openalex.org/W3107568701","https://openalex.org/W3119530549","https://openalex.org/W3152147466","https://openalex.org/W3208342567","https://openalex.org/W4200012112","https://openalex.org/W4226096563","https://openalex.org/W4283378562","https://openalex.org/W4291148198","https://openalex.org/W4292262038","https://openalex.org/W4306319884","https://openalex.org/W4309631398","https://openalex.org/W4311776533","https://openalex.org/W4323065856","https://openalex.org/W4324359913","https://openalex.org/W4353055388","https://openalex.org/W4380354375","https://openalex.org/W4381093805","https://openalex.org/W4385988053","https://openalex.org/W4386491354","https://openalex.org/W4386959364","https://openalex.org/W4387095863","https://openalex.org/W4387150543","https://openalex.org/W4389068141","https://openalex.org/W4389101151","https://openalex.org/W4389192229","https://openalex.org/W4390534732","https://openalex.org/W4393969937","https://openalex.org/W4394018451","https://openalex.org/W4396761827","https://openalex.org/W4396912079","https://openalex.org/W4399696583","https://openalex.org/W4399910360","https://openalex.org/W4400728970","https://openalex.org/W4401244394","https://openalex.org/W4401281220","https://openalex.org/W4401651626","https://openalex.org/W4401732282","https://openalex.org/W4405781847","https://openalex.org/W4407225799","https://openalex.org/W4407318675","https://openalex.org/W4407389386","https://openalex.org/W4407755838","https://openalex.org/W4408029237","https://openalex.org/W4408724356","https://openalex.org/W4410599454","https://openalex.org/W4410955760","https://openalex.org/W4412805195","https://openalex.org/W4414008175","https://openalex.org/W7083069571"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2026-06-03T00:00:00"}