{"id":"https://openalex.org/W4379259320","doi":"https://doi.org/10.1007/s40747-023-01104-5","title":"New XAI tools for selecting suitable 3D printing facilities in ubiquitous manufacturing","display_name":"New XAI tools for selecting suitable 3D printing facilities in ubiquitous manufacturing","publication_year":2023,"publication_date":"2023-06-03","ids":{"openalex":"https://openalex.org/W4379259320","doi":"https://doi.org/10.1007/s40747-023-01104-5"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-023-01104-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01104-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01104-5.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01104-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004314911","display_name":"Yu-Cheng Wang","orcid":"https://orcid.org/0000-0003-4339-1665"},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Cheng Wang","raw_affiliation_strings":["Department of Aeronautical Engineering, Chaoyang University of Technology, Taichung City, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Aeronautical Engineering, Chaoyang University of Technology, Taichung City, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037831741","display_name":"Toly Chen","orcid":"https://orcid.org/0000-0002-5608-5176"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Toly Chen","raw_affiliation_strings":["Department of Industrial Engineering and Management, National Yang Ming Chiao Tung University, Hsinchu, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Management, National Yang Ming Chiao Tung University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037831741"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":4.5247,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.9462472,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":"6","first_page":"6813","last_page":"6829"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.996999979019165,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.996999979019165,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9483000040054321,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/chart","display_name":"Chart","score":0.7782340049743652},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7039827108383179},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6109404563903809},{"id":"https://openalex.org/keywords/bar-chart","display_name":"Bar chart","score":0.5547069907188416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4445120096206665},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4290536642074585},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.41608908772468567},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3687610626220703},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07874059677124023},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.064777672290802}],"concepts":[{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.7782340049743652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7039827108383179},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6109404563903809},{"id":"https://openalex.org/C61122496","wikidata":"https://www.wikidata.org/wiki/Q1124595","display_name":"Bar chart","level":2,"score":0.5547069907188416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4445120096206665},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4290536642074585},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.41608908772468567},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3687610626220703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07874059677124023},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.064777672290802},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-023-01104-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01104-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01104-5.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6bc19334a7a943adac4f240f79bc5876","is_oa":true,"landing_page_url":"https://doaj.org/article/6bc19334a7a943adac4f240f79bc5876","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 9, Iss 6, Pp 6813-6829 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-023-01104-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01104-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01104-5.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379259320.pdf"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1972589298","https://openalex.org/W1975926433","https://openalex.org/W1999776728","https://openalex.org/W2008768082","https://openalex.org/W2023931942","https://openalex.org/W2064664656","https://openalex.org/W2078283145","https://openalex.org/W2291031992","https://openalex.org/W2300795038","https://openalex.org/W2543552616","https://openalex.org/W2557074642","https://openalex.org/W2583955450","https://openalex.org/W2887760402","https://openalex.org/W2915038957","https://openalex.org/W2918341242","https://openalex.org/W2938632598","https://openalex.org/W2979372527","https://openalex.org/W2986110788","https://openalex.org/W2990283237","https://openalex.org/W2995523160","https://openalex.org/W2995985149","https://openalex.org/W2998163240","https://openalex.org/W3034825022","https://openalex.org/W3048770278","https://openalex.org/W3082556289","https://openalex.org/W3121787084","https://openalex.org/W3130784583","https://openalex.org/W3142502102","https://openalex.org/W3172362366","https://openalex.org/W3173360689","https://openalex.org/W3185234019","https://openalex.org/W3192261852","https://openalex.org/W4205820386","https://openalex.org/W4210725851","https://openalex.org/W4220658616","https://openalex.org/W4220958536","https://openalex.org/W4224116031","https://openalex.org/W4225114856","https://openalex.org/W4225327057","https://openalex.org/W4281396653","https://openalex.org/W4281653652","https://openalex.org/W4283018796","https://openalex.org/W4283032682","https://openalex.org/W4285222069","https://openalex.org/W4307291503","https://openalex.org/W4309364687","https://openalex.org/W4310082948","https://openalex.org/W4318070633","https://openalex.org/W4321020053"],"related_works":["https://openalex.org/W4236230270","https://openalex.org/W1499232172","https://openalex.org/W4254627246","https://openalex.org/W2487768403","https://openalex.org/W2101830037","https://openalex.org/W4243489664","https://openalex.org/W2970848727","https://openalex.org/W4379390844","https://openalex.org/W3009603321","https://openalex.org/W2905210242"],"abstract_inverted_index":{"Abstract":[0],"Several":[1],"artificial":[2],"intelligence":[3],"(AI)":[4],"technologies":[5],"have":[6],"been":[7,56],"applied":[8,125],"to":[9,58,69,126,132],"assist":[10],"in":[11,20,27,73,79,129,151,188],"the":[12,46,84,130,141,144,147,162,165,172,177],"selection":[13],"of":[14,49,86,146,153,164],"suitable":[15,75],"three-dimensional":[16],"(3D)":[17],"printing":[18,77,149],"facilities":[19,78,150],"ubiquitous":[21],"manufacturing":[22],"(UM).":[23],"However,":[24],"AI":[25,53,71,166,190],"applications":[26,72,89],"this":[28,60,189],"field":[29],"may":[30],"not":[31],"be":[32],"easily":[33],"understood":[34],"or":[35],"communicated":[36],"with,":[37],"especially":[38],"for":[39,183],"decision-makers":[40,169],"without":[41],"relevant":[42],"background":[43],"knowledge,":[44],"hindering":[45],"widespread":[47],"acceptance":[48],"such":[50],"applications.":[51],"Explainable":[52],"(XAI)":[54],"has":[55],"proposed":[57,122,178],"address":[59],"problem.":[61],"This":[62,81],"study":[63,82],"first":[64],"reviews":[65],"existing":[66,87],"XAI":[67,88,94,186],"techniques":[68],"explain":[70],"selecting":[74],"3D":[76,148],"UM.":[80],"addresses":[83],"deficiencies":[85],"by":[90,168],"proposing":[91],"four":[92],"new":[93],"techniques:":[95],"(1)":[96],"a":[97,104,110,118,127],"gradient":[98,106,113,159],"bar":[99,107,114],"chart":[100],"with":[101],"baseline,":[102],"(2)":[103],"group":[105],"chart,":[108,115],"(3)":[109],"manually":[111,157],"adjustable":[112,158],"and":[116],"(4)":[117],"bidirectional":[119,137],"scatterplot.":[120],"The":[121,136],"methodology":[123,179],"was":[124],"case":[128],"literature":[131],"demonstrate":[133],"its":[134],"effectiveness.":[135],"scatterplot":[138],"results":[139],"from":[140],"experiment":[142],"demonstrated":[143],"suitability":[145],"terms":[152],"their":[154],"proximity.":[155],"Furthermore,":[156,175],"bars":[160],"increased":[161],"effectiveness":[163],"application":[167],"subjectively":[170],"adjusting":[171],"derived":[173],"weights.":[174],"only":[176],"fulfilled":[180],"most":[181],"requirements":[182],"an":[184],"effective":[185],"tool":[187],"application.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}