{"id":"https://openalex.org/W2548013375","doi":"https://doi.org/10.1109/iconac.2016.7604954","title":"Identifying smart design attributes for Industry 4.0 customization using a clustering Genetic Algorithm","display_name":"Identifying smart design attributes for Industry 4.0 customization using a clustering Genetic Algorithm","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2548013375","doi":"https://doi.org/10.1109/iconac.2016.7604954","mag":"2548013375"},"language":"en","primary_location":{"id":"doi:10.1109/iconac.2016.7604954","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iconac.2016.7604954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 22nd International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-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/A5071534070","display_name":"Alfredo Alan Flores Sald\u00edvar","orcid":"https://orcid.org/0000-0002-6872-940X"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Alfredo Alan Flores Saldivar","raw_affiliation_strings":["School of Engineering, University of Glasgow, Glasgow, U.K"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Glasgow, Glasgow, U.K","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015500466","display_name":"Cindy Goh","orcid":"https://orcid.org/0000-0001-6735-9972"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cindy Goh","raw_affiliation_strings":["School of Engineering, University of Glasgow, Glasgow, U.K"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Glasgow, Glasgow, U.K","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100743577","display_name":"Yun Li","orcid":"https://orcid.org/0000-0002-6575-1839"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yun Li","raw_affiliation_strings":["School of Engineering, University of Glasgow, Glasgow, U.K"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Glasgow, Glasgow, U.K","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419297","display_name":"Yi Chen","orcid":"https://orcid.org/0000-0003-4667-9357"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Chen","raw_affiliation_strings":["College of Computer Science and Technology, Dongguan University of Technology, Dongguan, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Dongguan University of Technology, Dongguan, Guangzhou, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037783994","display_name":"Hongnian Yu","orcid":"https://orcid.org/0000-0003-2894-2086"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hongnian Yu","raw_affiliation_strings":["Faculty of Sciences & Technology, Bournemouth University, Poole, U.K"],"affiliations":[{"raw_affiliation_string":"Faculty of Sciences & Technology, Bournemouth University, Poole, U.K","institution_ids":["https://openalex.org/I9300472"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071534070"],"corresponding_institution_ids":["https://openalex.org/I7882870"],"apc_list":null,"apc_paid":null,"fwci":2.0892,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8874328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"408","last_page":"414"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.994700014591217,"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":0.994700014591217,"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":0.9850000143051147,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.95169997215271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mass-customization","display_name":"Mass customization","score":0.8406448364257812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7274433374404907},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7242777943611145},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6487786769866943},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.5326136350631714},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.516309916973114},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.497409850358963},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4805343747138977},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4578595757484436},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4533677399158478},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.4409911036491394},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4213699698448181},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33522865176200867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21764832735061646},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1026814877986908}],"concepts":[{"id":"https://openalex.org/C72414096","wikidata":"https://www.wikidata.org/wiki/Q1367461","display_name":"Mass customization","level":3,"score":0.8406448364257812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7274433374404907},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7242777943611145},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6487786769866943},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.5326136350631714},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.516309916973114},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.497409850358963},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4805343747138977},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4578595757484436},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4533677399158478},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.4409911036491394},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4213699698448181},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33522865176200867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21764832735061646},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1026814877986908},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iconac.2016.7604954","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iconac.2016.7604954","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 22nd International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:131848","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/view/author/35478.html>,","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:repository@napier.ac.uk:2881219","is_oa":false,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/2881219","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"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":"Presentation / Conference Contribution"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W203466237","https://openalex.org/W1196993734","https://openalex.org/W1865772772","https://openalex.org/W1972230064","https://openalex.org/W2044049559","https://openalex.org/W2057348842","https://openalex.org/W2142070635","https://openalex.org/W2148336127","https://openalex.org/W2290785368","https://openalex.org/W2303531378","https://openalex.org/W2556081310","https://openalex.org/W6681226446","https://openalex.org/W6691304041","https://openalex.org/W6903877143"],"related_works":["https://openalex.org/W2360874376","https://openalex.org/W4390608645","https://openalex.org/W2367660559","https://openalex.org/W2980152209","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2385360656","https://openalex.org/W2497432351","https://openalex.org/W2384720442"],"abstract_inverted_index":{"Industry":[0,164],"4.0":[1],"aims":[2],"at":[3,7],"achieving":[4],"mass":[5,9,102],"customization":[6,128],"a":[8,29,50,76,154],"production":[10,68],"cost.":[11],"A":[12,126],"key":[13],"component":[14],"to":[15,33,82,94,139,159],"realizing":[16,163],"this":[17,43],"is":[18,27,80,111],"accurate":[19],"prediction":[20],"of":[21,36,75,106,120,146,156],"customer":[22,90,147],"needs":[23,91,148],"and":[24,47,65,92,100,116,137,149],"wants,":[25],"which":[26],"however":[28],"challenging":[30],"issue":[31,44],"due":[32],"the":[34,73,118],"lack":[35],"smart":[37,95,160],"analytics":[38],"tools.":[39],"This":[40,151],"paper":[41],"investigates":[42],"in":[45,72,162],"depth":[46],"then":[48],"develops":[49],"predictive":[51],"analytic":[52],"framework":[53],"for":[54,87,97],"integrating":[55],"cloud":[56],"computing,":[57],"big":[58,85,109],"data":[59,86,110],"analysis,":[60],"business":[61],"informatics,":[62],"communication":[63],"technologies,":[64],"digital":[66],"industrial":[67],"systems.":[69],"Computational":[70],"intelligence":[71],"form":[74],"cluster":[77,114],"k-means":[78,115],"approach":[79,152],"used":[81],"manage":[83],"relevant":[84],"feeding":[88],"potential":[89],"wants":[93],"designs":[96],"targeted":[98],"productivity":[99],"customized":[101],"production.":[103],"The":[104],"identification":[105],"patterns":[107],"from":[108],"achieved":[112],"with":[113,117,143],"selection":[119],"optimal":[121],"attributes":[122],"using":[123],"genetic":[124],"algorithms.":[125],"car":[127],"case":[129],"study":[130],"shows":[131],"how":[132],"it":[133],"may":[134],"be":[135],"applied":[136],"where":[138],"assign":[140],"new":[141],"clusters":[142],"growing":[144],"knowledge":[145],"wants.":[150],"offer":[153],"number":[155],"features":[157],"suitable":[158],"design":[161],"4.0.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-11-11T00:00:00"}