{"id":"https://openalex.org/W4401724270","doi":"https://doi.org/10.1587/transfun.2024sml0003","title":"Aesthetic Evaluation of Chinese Calligraphy Using TabNet: Interpretability and Novel Features for Improved Accuracy","display_name":"Aesthetic Evaluation of Chinese Calligraphy Using TabNet: Interpretability and Novel Features for Improved Accuracy","publication_year":2024,"publication_date":"2024-08-21","ids":{"openalex":"https://openalex.org/W4401724270","doi":"https://doi.org/10.1587/transfun.2024sml0003"},"language":"en","primary_location":{"id":"doi:10.1587/transfun.2024sml0003","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transfun.2024sml0003","pdf_url":"https://www.jstage.jst.go.jp/article/transfun/E108.A/3/E108.A_2024SML0003/_pdf","source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.jstage.jst.go.jp/article/transfun/E108.A/3/E108.A_2024SML0003/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061967814","display_name":"Soh Yoshida","orcid":"https://orcid.org/0000-0003-0237-7461"},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Soh YOSHIDA","raw_affiliation_strings":["Faculty of Engineering Science, Kansai University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Science, Kansai University","institution_ids":["https://openalex.org/I56624758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106625030","display_name":"Nozomi YATOH","orcid":null},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nozomi YATOH","raw_affiliation_strings":["Faculty of Engineering Science, Kansai University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Science, Kansai University","institution_ids":["https://openalex.org/I56624758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089184180","display_name":"Mitsuji Muneyasu","orcid":"https://orcid.org/0000-0002-4492-5991"},"institutions":[{"id":"https://openalex.org/I56624758","display_name":"Kansai University","ror":"https://ror.org/03xg1f311","country_code":"JP","type":"education","lineage":["https://openalex.org/I56624758"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mitsuji MUNEYASU","raw_affiliation_strings":["Faculty of Engineering Science, Kansai University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering Science, Kansai University","institution_ids":["https://openalex.org/I56624758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.192,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87497056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"E108.A","issue":"3","first_page":"357","last_page":"361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9876000285148621,"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"}},"topics":[{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9876000285148621,"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"}},{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.9735000133514404,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/calligraphy","display_name":"Calligraphy","score":0.960868239402771},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9342503547668457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5816477537155151},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5571176409721375},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38145220279693604},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.08617612719535828},{"id":"https://openalex.org/keywords/art-history","display_name":"Art history","score":0.0614912211894989}],"concepts":[{"id":"https://openalex.org/C526940114","wikidata":"https://www.wikidata.org/wiki/Q12681","display_name":"Calligraphy","level":3,"score":0.960868239402771},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9342503547668457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5816477537155151},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5571176409721375},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38145220279693604},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.08617612719535828},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.0614912211894989},{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transfun.2024sml0003","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transfun.2024sml0003","pdf_url":"https://www.jstage.jst.go.jp/article/transfun/E108.A/3/E108.A_2024SML0003/_pdf","source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transfun.2024sml0003","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transfun.2024sml0003","pdf_url":"https://www.jstage.jst.go.jp/article/transfun/E108.A/3/E108.A_2024SML0003/_pdf","source":{"id":"https://openalex.org/S166990724","display_name":"IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences","issn_l":"0916-8508","issn":["0916-8508","1745-1337"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5699999928474426,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G8237952253","display_name":null,"funder_award_id":"22K18007","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401724270.pdf","grobid_xml":"https://content.openalex.org/works/W4401724270.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1500435738","https://openalex.org/W1980320417","https://openalex.org/W2056132907","https://openalex.org/W2136585056","https://openalex.org/W2137226992","https://openalex.org/W2149203771","https://openalex.org/W2227566270","https://openalex.org/W2253795368","https://openalex.org/W2283094357","https://openalex.org/W2295598076","https://openalex.org/W2768348081","https://openalex.org/W2800705832","https://openalex.org/W2965006338","https://openalex.org/W3022629739","https://openalex.org/W3084813481","https://openalex.org/W3113336257","https://openalex.org/W3133264589","https://openalex.org/W3136650245","https://openalex.org/W3174086521","https://openalex.org/W4229072545","https://openalex.org/W4285042191"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2368991273","https://openalex.org/W3132096423","https://openalex.org/W2391960051","https://openalex.org/W2389028006","https://openalex.org/W2386906843","https://openalex.org/W2384857662","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"The":[0],"aesthetic":[1,48,105],"evaluation":[2,114],"of":[3,45,50,80],"Chinese":[4,51,81,117],"calligraphy,":[5],"an":[6,56],"art":[7],"form":[8],"with":[9,85,107],"deep":[10,36,98],"cultural":[11],"roots":[12],"and":[13,43,126],"subjective":[14],"interpretations,":[15],"poses":[16],"significant":[17],"challenges":[18],"in":[19,30,83],"artificial":[20],"intelligence.":[21],"In":[22],"this":[23],"paper,":[24],"we":[25,60,101],"extend":[26],"the":[27,41,47,66,78,116,128,132],"methodology":[28],"introduced":[29],"previous":[31],"work":[32],"using":[33,115],"TabNet,":[34,91],"a":[35,112],"learning":[37,99],"approach,":[38],"to":[39,65,103],"enhance":[40],"accuracy":[42,125],"interpretability":[44,96],"assessing":[46],"qualities":[49],"calligraphy.":[52],"Our":[53,122],"study":[54],"incorporates":[55],"expanded":[57],"feature":[58,75],"set:":[59],"add":[61],"10":[62],"new":[63],"characteristics":[64],"previously":[67],"established":[68],"22":[69],"global":[70],"shape":[71],"features.":[72],"This":[73],"comprehensive":[74],"ensemble":[76],"captures":[77],"subtleties":[79],"calligraphy":[82],"accordance":[84],"its":[86,95],"traditional":[87],"artistic":[88],"standards.":[89],"Using":[90],"well":[92],"known":[93],"for":[94],"within":[97],"frameworks,":[100],"aim":[102],"predict":[104],"scores":[106],"increased":[108],"precision.":[109],"We":[110],"performed":[111],"rigorous":[113],"Handwriting":[118],"Aesthetic":[119],"Evaluation":[120],"Database.":[121],"approach":[123],"improved":[124],"elucidated":[127],"underlying":[129],"reasoning":[130],"behind":[131],"model\u2019s":[133],"predictions,":[134],"thereby":[135],"enhancing":[136],"transparency.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}