{"id":"https://openalex.org/W4214901653","doi":"https://doi.org/10.3233/faia220006","title":"Towards Better Data Pre-Processing for Building Recipe Recommendation Systems from Industrial Fabric Dyeing Manufacturing Records: Categorization of Coloration Properties for a Dye Combination on Different Fabrics","display_name":"Towards Better Data Pre-Processing for Building Recipe Recommendation Systems from Industrial Fabric Dyeing Manufacturing Records: Categorization of Coloration Properties for a Dye Combination on Different Fabrics","publication_year":2022,"publication_date":"2022-02-28","ids":{"openalex":"https://openalex.org/W4214901653","doi":"https://doi.org/10.3233/faia220006"},"language":"en","primary_location":{"id":"doi:10.3233/faia220006","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220006","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220006","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220006","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064497036","display_name":"Zhiwen Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiwen Tu","raw_affiliation_strings":["National Engineering Lab of Textile Fiber Materials & Processing Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Lab of Textile Fiber Materials & Processing Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057301795","display_name":"Yawen Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yawen Yin","raw_affiliation_strings":["National Engineering Lab of Textile Fiber Materials & Processing Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Lab of Textile Fiber Materials & Processing Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034597495","display_name":"Xianan Qin","orcid":"https://orcid.org/0000-0002-5625-0178"},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianan Qin","raw_affiliation_strings":["National Engineering Lab of Textile Fiber Materials & Processing Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Lab of Textile Fiber Materials & Processing Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I1328775524"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064497036"],"corresponding_institution_ids":["https://openalex.org/I1328775524"],"apc_list":null,"apc_paid":null,"fwci":2.2246,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11511","display_name":"Dyeing and Modifying Textile Fibers","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11511","display_name":"Dyeing and Modifying Textile Fibers","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11666","display_name":"Color Science and Applications","score":0.9739000201225281,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9508000016212463,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dyeing","display_name":"Dyeing","score":0.9798721075057983},{"id":"https://openalex.org/keywords/recipe","display_name":"Recipe","score":0.9535715579986572},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6750112771987915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4876652956008911},{"id":"https://openalex.org/keywords/reactive-dye","display_name":"Reactive dye","score":0.46014460921287537},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4379134178161621},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.4171919524669647},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.35622161626815796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33781278133392334},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31648850440979004},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.307278037071228},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.17148390412330627},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10235673189163208},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.09471133351325989}],"concepts":[{"id":"https://openalex.org/C2778485729","wikidata":"https://www.wikidata.org/wiki/Q1164991","display_name":"Dyeing","level":2,"score":0.9798721075057983},{"id":"https://openalex.org/C2778671685","wikidata":"https://www.wikidata.org/wiki/Q219239","display_name":"Recipe","level":2,"score":0.9535715579986572},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6750112771987915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4876652956008911},{"id":"https://openalex.org/C2780415924","wikidata":"https://www.wikidata.org/wiki/Q1132457","display_name":"Reactive dye","level":3,"score":0.46014460921287537},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4379134178161621},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.4171919524669647},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.35622161626815796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33781278133392334},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31648850440979004},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.307278037071228},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.17148390412330627},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10235673189163208},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.09471133351325989},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia220006","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220006","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220006","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia220006","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia220006","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA220006","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.5,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G6855533234","display_name":null,"funder_award_id":"21202242-Y","funder_id":"https://openalex.org/F4320324847","funder_display_name":"Zhejiang Sci-Tech University"}],"funders":[{"id":"https://openalex.org/F4320324847","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214901653.pdf","grobid_xml":"https://content.openalex.org/works/W4214901653.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1977556410","https://openalex.org/W1987911864","https://openalex.org/W2013447939","https://openalex.org/W2035524116","https://openalex.org/W2073676311","https://openalex.org/W2131699880","https://openalex.org/W2148456204","https://openalex.org/W2148694408","https://openalex.org/W2552138505","https://openalex.org/W2883214951","https://openalex.org/W2898080078","https://openalex.org/W2952253639","https://openalex.org/W3035020591","https://openalex.org/W3094123853"],"related_works":["https://openalex.org/W2494208154","https://openalex.org/W1977302002","https://openalex.org/W2368821897","https://openalex.org/W2231317553","https://openalex.org/W2359185171","https://openalex.org/W2360877884","https://openalex.org/W1999342922","https://openalex.org/W2365946808","https://openalex.org/W2081263144","https://openalex.org/W2010109222"],"abstract_inverted_index":{"Intelligent":[0],"manufacturing":[1,20,73],"for":[2,27,75,92,96,110,130],"the":[3,28,37,41,53,138,188,200,206],"fabric":[4,82,123],"dyeing":[5,9,15,19,72,97],"industry":[6],"requires":[7],"high-performance":[8],"recipe":[10,31,98,211],"recommendation":[11,32,212],"systems.":[12,33,213],"Nowadays,":[13],"recommending":[14],"recipes":[16],"by":[17,145],"mining":[18],"data":[21,44,57,202],"has":[22],"become":[23],"a":[24,76,105,131,141],"new":[25],"direction":[26],"development":[29,207],"of":[30,36,55,169,177,199,208],"As":[34],"one":[35,198],"indispensable":[38],"parts":[39],"in":[40,205],"system":[42],"development,":[43],"pre-processing":[45,203],"needs":[46],"more":[47],"than":[48],"routine":[49],"steps":[50,204],"such":[51],"as":[52,197],"removal":[54],"missing":[56],"and":[58,159],"outliers.":[59],"Considering":[60],"that":[61,125,173],"dyes":[62],"can":[63,179,194],"have":[64,126,136],"very":[65],"different":[66,70,81,167],"coloration":[67,128,189],"properties":[68,129],"on":[69,140,165,187],"fabrics,":[71],"records":[74],"given":[77,132],"dye":[78,133,142],"combination":[79,143],"to":[80,121],"types":[83,124,168,176],"should":[84],"be":[85,180,195],"properly":[86],"categorized":[87,182],"before":[88],"they":[89],"are":[90],"used":[91],"training":[93],"regression":[94],"models":[95],"prediction.":[99],"In":[100],"this":[101,111],"paper,":[102],"we":[103],"propose":[104],"simple":[106],"but":[107],"effective":[108],"method":[109,115,139,193],"categorization":[112],"work.":[113],"Our":[114,191],"uses":[116],"conventional":[117],"K-means":[118],"clustering":[119],"analysis":[120],"find":[122],"similar":[127],"combination.":[134],"We":[135,171],"applied":[137],"formed":[144],"Colvaceton":[146,153,160],"reactive":[147,154,161],"dye-navy":[148],"blue":[149],"CF":[150],"(CRD-navy":[151],"blue),":[152],"dye-bright":[155],"red":[156],"3BSN150%":[157],"(CRD-red)":[158],"dye-yellow":[162],"3RS150%":[163],"(CRD-yellow)":[164],"28":[166,175],"fabrics.":[170],"show":[172],"these":[174],"fabrics":[178],"well":[181],"into":[183],"8":[184],"groups":[185],"based":[186,210],"properties.":[190],"proposed":[192],"listed":[196],"standard":[201],"data-mining":[209]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
