{"id":"https://openalex.org/W3044219177","doi":"https://doi.org/10.1002/aisy.202000037","title":"Development of Artificial Neural Network System to Recommend Process Conditions of Injection Molding for Various Geometries","display_name":"Development of Artificial Neural Network System to Recommend Process Conditions of Injection Molding for Various Geometries","publication_year":2020,"publication_date":"2020-07-23","ids":{"openalex":"https://openalex.org/W3044219177","doi":"https://doi.org/10.1002/aisy.202000037","mag":"3044219177"},"language":"en","primary_location":{"id":"doi:10.1002/aisy.202000037","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202000037","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1002/aisy.202000037","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069167672","display_name":"Chihun Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chihun Lee","raw_affiliation_strings":["Department of Mechanical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048250152","display_name":"Juwon Na","orcid":"https://orcid.org/0000-0003-3292-258X"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juwon Na","raw_affiliation_strings":["Department of Mechanical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066643285","display_name":"Kyongho Park","orcid":null},"institutions":[{"id":"https://openalex.org/I89004649","display_name":"Korea Institute of Industrial Technology","ror":"https://ror.org/04qfph657","country_code":"KR","type":"other","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I89004649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyongho Park","raw_affiliation_strings":["Advanced Technology R&D Group I, R&D Division LS Mtron Ltd.  Anyang 14118 Republic of Korea","Advanced Technology R&D Group I, R&D Division LS Mtron Ltd. Anyang 14118 Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Advanced Technology R&D Group I, R&D Division LS Mtron Ltd.  Anyang 14118 Republic of Korea","institution_ids":["https://openalex.org/I89004649"]},{"raw_affiliation_string":"Advanced Technology R&D Group I, R&D Division LS Mtron Ltd. Anyang 14118 Republic of Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039432534","display_name":"Hyeonjae Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I89004649","display_name":"Korea Institute of Industrial Technology","ror":"https://ror.org/04qfph657","country_code":"KR","type":"other","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I89004649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeonjae Yu","raw_affiliation_strings":["Advanced Technology R&D Group I, R&D Division LS Mtron Ltd.  Anyang 14118 Republic of Korea","Advanced Technology R&D Group I, R&D Division LS Mtron Ltd. Anyang 14118 Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Advanced Technology R&D Group I, R&D Division LS Mtron Ltd.  Anyang 14118 Republic of Korea","institution_ids":["https://openalex.org/I89004649"]},{"raw_affiliation_string":"Advanced Technology R&D Group I, R&D Division LS Mtron Ltd. Anyang 14118 Republic of Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103937716","display_name":"Jongsun Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I89004649","display_name":"Korea Institute of Industrial Technology","ror":"https://ror.org/04qfph657","country_code":"KR","type":"other","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I89004649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jongsun Kim","raw_affiliation_strings":["Molds and Dies R&D Group Korea Institute of Industrial Technology (KITECH)  Bucheon 14441 Republic of Korea","Molds and Dies R&D Group Korea Institute of Industrial Technology (KITECH) Bucheon 14441 Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Molds and Dies R&D Group Korea Institute of Industrial Technology (KITECH)  Bucheon 14441 Republic of Korea","institution_ids":["https://openalex.org/I89004649"]},{"raw_affiliation_string":"Molds and Dies R&D Group Korea Institute of Industrial Technology (KITECH) Bucheon 14441 Republic of Korea","institution_ids":["https://openalex.org/I89004649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016008609","display_name":"Kwonil Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I103261469","display_name":"Guilford Technical Community College","ror":"https://ror.org/03bq13516","country_code":"US","type":"education","lineage":["https://openalex.org/I103261469"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kwonil Choi","raw_affiliation_strings":["Development Team Virtual Molding Technology (VM Tech)  Suwon 13350 Republic of Korea","Development Team, Virtual Molding Technology (VM Tech), Suwon, 13350 Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Development Team Virtual Molding Technology (VM Tech)  Suwon 13350 Republic of Korea","institution_ids":["https://openalex.org/I103261469"]},{"raw_affiliation_string":"Development Team, Virtual Molding Technology (VM Tech), Suwon, 13350 Republic of Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085842333","display_name":"Dongyong Park","orcid":null},"institutions":[{"id":"https://openalex.org/I89004649","display_name":"Korea Institute of Industrial Technology","ror":"https://ror.org/04qfph657","country_code":"KR","type":"other","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I89004649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongyong Park","raw_affiliation_strings":["Extreme Fabrication Technology Group Korea Institute of Industrial Technology (KITECH)  Daegu 42994 Republic of Korea","Extreme Fabrication Technology Group, Korea Institute of Industrial Technology (KITECH), Daegu, 42994 Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Extreme Fabrication Technology Group Korea Institute of Industrial Technology (KITECH)  Daegu 42994 Republic of Korea","institution_ids":["https://openalex.org/I89004649"]},{"raw_affiliation_string":"Extreme Fabrication Technology Group, Korea Institute of Industrial Technology (KITECH), Daegu, 42994 Republic of Korea","institution_ids":["https://openalex.org/I89004649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100746890","display_name":"Seong-Jin Park","orcid":"https://orcid.org/0000-0002-8186-0824"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seongjin Park","raw_affiliation_strings":["Department of Mechanical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033298230","display_name":"Junsuk Rho","orcid":"https://orcid.org/0000-0002-2179-2890"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Junsuk Rho","raw_affiliation_strings":["Department of Chemical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","Department of Mechanical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea","Department of Chemical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Department of Mechanical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Department of Chemical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100626897","display_name":"Seung\u2010Chul Lee","orcid":"https://orcid.org/0000-0002-1034-1410"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seungchul Lee","raw_affiliation_strings":["Department of Mechanical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering Pohang University of Science and Technology (POSTECH)  Pohang 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673 Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5033298230","https://openalex.org/A5100626897"],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":{"value":2750,"currency":"USD","value_usd":2750},"fwci":2.3375,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.87688832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12080","display_name":"Injection Molding Process and Properties","score":0.9998000264167786,"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/T12080","display_name":"Injection Molding Process and Properties","score":0.9998000264167786,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9962000250816345,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7837805151939392},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.612241268157959},{"id":"https://openalex.org/keywords/taguchi-methods","display_name":"Taguchi methods","score":0.6033629775047302},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5753349661827087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5519192814826965},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5197274684906006},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5105820298194885},{"id":"https://openalex.org/keywords/molding","display_name":"Molding (decorative)","score":0.47453010082244873},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.42209747433662415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3482493758201599},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32752758264541626},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31238335371017456},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22297149896621704},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22137093544006348},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2037113904953003},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.13621801137924194},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.10708680748939514},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.10521405935287476}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7837805151939392},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.612241268157959},{"id":"https://openalex.org/C83469408","wikidata":"https://www.wikidata.org/wiki/Q2036525","display_name":"Taguchi methods","level":2,"score":0.6033629775047302},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5753349661827087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5519192814826965},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5197274684906006},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5105820298194885},{"id":"https://openalex.org/C67558686","wikidata":"https://www.wikidata.org/wiki/Q1770806","display_name":"Molding (decorative)","level":2,"score":0.47453010082244873},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.42209747433662415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3482493758201599},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32752758264541626},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31238335371017456},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22297149896621704},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22137093544006348},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2037113904953003},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.13621801137924194},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10708680748939514},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.10521405935287476},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1002/aisy.202000037","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202000037","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:05ad2cd3114f434898cb4bd2f23becbd","is_oa":true,"landing_page_url":"https://doaj.org/article/05ad2cd3114f434898cb4bd2f23becbd","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Advanced Intelligent Systems, Vol 2, Iss 10, Pp n/a-n/a (2020)","raw_type":"article"},{"id":"pmh:oai:oasis.postech.ac.kr:2014.oak/106950","is_oa":false,"landing_page_url":"https://oasis.postech.ac.kr/handle/2014.oak/106950","pdf_url":null,"source":{"id":"https://openalex.org/S4306401965","display_name":"Open Access System for Information Sharing (Pohang University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123900574","host_organization_name":"Pohang University of Science and Technology","host_organization_lineage":["https://openalex.org/I123900574"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1002/aisy.202000037","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202000037","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1976053473","display_name":null,"funder_award_id":"NRF-2019R1A2C3003129","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G2527330051","display_name":null,"funder_award_id":"#10067766","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G2583107222","display_name":null,"funder_award_id":"NRF-2019R1A5A8080290","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7689888259","display_name":null,"funder_award_id":"CAMM-2019M3A6B3030637","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1622676895","https://openalex.org/W1862032218","https://openalex.org/W1981372915","https://openalex.org/W1993244675","https://openalex.org/W2000687208","https://openalex.org/W2001842014","https://openalex.org/W2003985931","https://openalex.org/W2023239806","https://openalex.org/W2028263700","https://openalex.org/W2028501442","https://openalex.org/W2034445578","https://openalex.org/W2039226061","https://openalex.org/W2040236484","https://openalex.org/W2048711666","https://openalex.org/W2057390913","https://openalex.org/W2065844779","https://openalex.org/W2069232926","https://openalex.org/W2072007150","https://openalex.org/W2075156175","https://openalex.org/W2076209941","https://openalex.org/W2083412852","https://openalex.org/W2089346266","https://openalex.org/W2098545770","https://openalex.org/W2111256197","https://openalex.org/W2119401754","https://openalex.org/W2142016317","https://openalex.org/W2148991217","https://openalex.org/W2158984320","https://openalex.org/W2163070977","https://openalex.org/W2165698076","https://openalex.org/W2290190822","https://openalex.org/W2796343882","https://openalex.org/W2895860178","https://openalex.org/W2945847001"],"related_works":["https://openalex.org/W2141801573","https://openalex.org/W4389090286","https://openalex.org/W4387072315","https://openalex.org/W2180861079","https://openalex.org/W135180227","https://openalex.org/W2728376045","https://openalex.org/W2350552870","https://openalex.org/W3005025283","https://openalex.org/W2659933339","https://openalex.org/W2742825757"],"abstract_inverted_index":{"This":[0,172],"study":[1],"combines":[2,36],"an":[3,152],"artificial":[4],"neural":[5],"network":[6],"(ANN)":[7],"and":[8,25,38,47,59,65,93,143,194],"a":[9,14,31,105,113,127,137],"random":[10,39,116],"search":[11,117],"to":[12,16,75,96,186],"develop":[13,112],"system":[15,159],"recommend":[17],"process":[18,58,178],"conditions":[19,179],"for":[20],"injection":[21],"molding.":[22],"Both":[23],"simulation":[24,94],"experimental":[26,92],"results":[27],"are":[28],"collected":[29],"using":[30,120,147],"mixed":[32],"sampling":[33],"method":[34,173],"that":[35,180],"Taguchi":[37],"sampling.":[40],"The":[41,100],"dataset":[42],"consists":[43],"of":[44,90,109,141,154,177],"3600":[45],"simulations":[46],"476":[48],"experiments":[49],"from":[50],"36":[51],"different":[52],"molds.":[53],"Each":[54],"datum":[55],"has":[56,104,136,151],"five":[57],"15":[60],"geometry":[61,193],"features":[62],"as":[63,69],"input":[64],"one":[66],"weight":[67,145],"feature":[68],"output.":[70],"Hyper\u2010parameter":[71],"tuning":[72],"is":[73,84,118,160],"conducted":[74,119],"find":[76],"the":[77,88,98,121,129,144,148,169,175,187,192],"optimal":[78],"ANN":[79,123],"model.":[80,125],"Then,":[81],"transfer":[82,149],"learning":[83],"introduced,":[85],"which":[86,163],"allows":[87],"use":[89],"simultaneous":[91],"data":[95,135],"reduce":[97],"error.":[99],"final":[101],"prediction":[102,146],"model":[103,131,150],"root":[106],"mean\u2010square":[107],"error":[108,139],"0.846.":[110],"To":[111],"recommender":[114],"system,":[115],"trained":[122],"forward":[124],"As":[126],"result,":[128],"weight\u2010prediction":[130],"based":[132],"on":[133],"simulated":[134],"relative":[138],"(RE)":[140],"0.73%,":[142],"RE":[153],"0.662%.":[155],"A":[156],"user":[157],"interface":[158],"also":[161],"developed,":[162],"can":[164],"be":[165],"used":[166],"directly":[167],"with":[168],"injection\u2010molding":[170],"machine.":[171],"enables":[174],"setting":[176],"yield":[181],"parts":[182],"having":[183],"weights":[184],"close":[185],"target,":[188],"by":[189],"considering":[190],"only":[191],"target":[195],"weight.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}