{"id":"https://openalex.org/W4211079654","doi":"https://doi.org/10.1142/s0219265921470149","title":"Modern Art Design System Based on the Deep Learning Algorithm","display_name":"Modern Art Design System Based on the Deep Learning Algorithm","publication_year":2022,"publication_date":"2022-02-10","ids":{"openalex":"https://openalex.org/W4211079654","doi":"https://doi.org/10.1142/s0219265921470149"},"language":"en","primary_location":{"id":"doi:10.1142/s0219265921470149","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219265921470149","pdf_url":null,"source":{"id":"https://openalex.org/S63112013","display_name":"Journal of Interconnection Networks","issn_l":"0219-2659","issn":["0219-2659","1793-6713"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Interconnection Networks","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/A5100426662","display_name":"Yinan Zhang","orcid":"https://orcid.org/0000-0002-0357-3926"},"institutions":[{"id":"https://openalex.org/I4210142037","display_name":"Shanxi University of Traditional Chinese Medicine","ror":"https://ror.org/0522dg826","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142037"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yinan Zhang","raw_affiliation_strings":["Academy of Fine, Shanxi College of Applied Science and Technology, Taiyuan 030062, Shanxi, P. R. China"],"affiliations":[{"raw_affiliation_string":"Academy of Fine, Shanxi College of Applied Science and Technology, Taiyuan 030062, Shanxi, P. R. China","institution_ids":["https://openalex.org/I4210142037"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100426662"],"corresponding_institution_ids":["https://openalex.org/I4210142037"],"apc_list":null,"apc_paid":null,"fwci":5.5082,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.97208213,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"22","issue":"Supp05","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.9431999921798706,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13647","display_name":"AI and Big Data Applications","score":0.9358999729156494,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/deep-learning","display_name":"Deep learning","score":0.6604949235916138},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6478090882301331},{"id":"https://openalex.org/keywords/the-arts","display_name":"The arts","score":0.5757494568824768},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5475484132766724},{"id":"https://openalex.org/keywords/visual-arts-education","display_name":"Visual arts education","score":0.5455817580223083},{"id":"https://openalex.org/keywords/lifelong-learning","display_name":"Lifelong learning","score":0.539770781993866},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.533901572227478},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.48310256004333496},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.4550730288028717},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.2400842308998108},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.16822361946105957},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.1267772912979126},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1143980324268341},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.0973527729511261}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6604949235916138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6478090882301331},{"id":"https://openalex.org/C70789860","wikidata":"https://www.wikidata.org/wiki/Q2018526","display_name":"The arts","level":2,"score":0.5757494568824768},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5475484132766724},{"id":"https://openalex.org/C3305159","wikidata":"https://www.wikidata.org/wiki/Q1757598","display_name":"Visual arts education","level":3,"score":0.5455817580223083},{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.539770781993866},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.533901572227478},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.48310256004333496},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.4550730288028717},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.2400842308998108},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.16822361946105957},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.1267772912979126},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1143980324268341},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0973527729511261},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0219265921470149","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219265921470149","pdf_url":null,"source":{"id":"https://openalex.org/S63112013","display_name":"Journal of Interconnection Networks","issn_l":"0219-2659","issn":["0219-2659","1793-6713"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Interconnection Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2762926249","https://openalex.org/W2771970740","https://openalex.org/W2780843746","https://openalex.org/W2797305629","https://openalex.org/W2803071262","https://openalex.org/W2893989411","https://openalex.org/W2905007813","https://openalex.org/W2906856554","https://openalex.org/W2910392324","https://openalex.org/W2922308682","https://openalex.org/W2924755222","https://openalex.org/W2942128777","https://openalex.org/W2990714382","https://openalex.org/W3004057829","https://openalex.org/W3007151319","https://openalex.org/W3026938687","https://openalex.org/W3043139608","https://openalex.org/W3082306107","https://openalex.org/W3127588070","https://openalex.org/W4250047509"],"related_works":["https://openalex.org/W2364105709","https://openalex.org/W2384383462","https://openalex.org/W2380954666","https://openalex.org/W422428167","https://openalex.org/W2065601072","https://openalex.org/W4388398335","https://openalex.org/W2392920575","https://openalex.org/W2599221227","https://openalex.org/W99266214","https://openalex.org/W3034267371"],"abstract_inverted_index":{"Depending":[0],"on":[1,27,225],"the":[2,28,49,58,71,84,87,114,140,185,196,208,234,267,275,279,285],"rapid":[3],"growth":[4],"of":[5,30,34,51,60,70,161,187,204,207,212,281,284,292],"technology":[6],"and":[7,10,14,54,67,122,171,194,199,240,264,269,272,290,297],"computer":[8],"science":[9],"globalization,":[11],"increasing":[12,22],"universities":[13],"various":[15],"training":[16,169],"programs":[17,36,56],"are":[18,155],"expected":[19],"to":[20,47,149,221,244,252,262],"achieve":[21],"lifelong":[23],"education":[24,53],"currently.":[25],"Based":[26],"increase":[29],"visual":[31,39],"saturation,":[32],"one":[33],"these":[35],"is":[37,44,82,90,133,218],"undoubtedly":[38],"arts":[40,55,268],"creation.":[41],"Nowadays,":[42],"there":[43],"a":[45,135,165,175,214,259],"need":[46],"reconsider":[48],"content":[50,280],"art":[52,62,76,88,109,115,276],"in":[57,79,97,113,143,159,190,201,266,278],"light":[59],"modern":[61,108],"productions,":[63],"changing":[64],"aesthetic":[65],"judgments,":[66],"social":[68],"changes.One":[69],"most":[72,209],"challenging":[73],"tasks":[74],"an":[75,231],"teacher":[77,277,298],"faces":[78],"today\u2018s":[80],"classroom":[81],"explaining":[83],"meaning":[85],"behind":[86],"that":[89,126,238],"sometimes":[91],"deemed":[92],"meaningless":[93],"or":[94],"shocking.":[95],"Hence,":[96],"this":[98,229],"paper,":[99],"Deep":[100],"Learning":[101],"Algorithm":[102],"(DLA)":[103],"has":[104],"been":[105],"proposed":[106,256],"for":[107,236,274],"education.Profound":[110],"learning":[111,150,164,189,216,247,265,294],"outcomes":[112],"world":[116],"shifted":[117],"people\u2019s":[118],"traditional":[119],"views;":[120],"more":[121,123],"people":[124],"consider":[125],"when":[127],"AI":[128],"eventually":[129],"eliminates":[130],"artists,":[131],"it":[132,148],"not":[134],"long":[136],"way.":[137],"To":[138],"examine":[139],"algorithm\u2019s":[141],"performance":[142,162,172],"practise,":[144],"experimental":[145],"assessment":[146],"exposes":[147],"tasks.":[151],"Such":[152],"algorithmic":[153],"features":[154],"frequently":[156],"evaluated":[157],"independently":[158],"terms":[160],"while":[163,173],"model,":[166,177],"i.e.":[167,178],"at":[168,179],"time,":[170],"applying":[174],"learnt":[176],"test":[180],"time.":[181],"This":[182],"article":[183],"discusses":[184],"implementation":[186],"deep":[188,215],"drawing,":[191],"music,":[192],"literature,":[193],"describes":[195],"classical":[197],"models":[198],"algorithms":[200],"those":[202],"fields":[203],"art.":[205],"One":[206],"significant":[210],"aspects":[211],"utilising":[213],"technique":[217],"its":[219,226],"capacity":[220],"perform":[222],"feature":[223],"engineering":[224],"own.":[227],"In":[228],"technique,":[230],"algorithm":[232],"searches":[233],"data":[235],"characteristics":[237],"correlate":[239],"then":[241],"combines":[242],"together":[243],"facilitate":[245],"quicker":[246],"without":[248],"being":[249],"expressly":[250],"directed":[251],"provide":[253],"it.":[254],"The":[255],"method":[257],"supports":[258],"comprehensive":[260],"approach":[261],"teaching":[263],"outlines":[270],"standards":[271],"skills":[273],"art,":[282],"knowledge":[283],"students,":[286],"instruction,":[287],"curriculum":[288],"development,":[289],"evaluation":[291],"student":[293],"outcomes,":[295],"program,":[296],"effectiveness.":[299]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
