{"id":"https://openalex.org/W7125773289","doi":"https://doi.org/10.3233/faia251695","title":"Identifying Dyslexia of Traditional Chinese by Using Machine Learning Methods","display_name":"Identifying Dyslexia of Traditional Chinese by Using Machine Learning Methods","publication_year":2026,"publication_date":"2026-01-27","ids":{"openalex":"https://openalex.org/W7125773289","doi":"https://doi.org/10.3233/faia251695"},"language":null,"primary_location":{"id":"doi:10.3233/faia251695","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia251695","pdf_url":null,"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://doi.org/10.3233/faia251695","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5124031252","display_name":"Man-Ching Yuen","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I4210134320","display_name":"Society of Hong Kong Scholars","ror":"https://ror.org/03gffcv79","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210134320"]},{"id":"https://openalex.org/I4210150544","display_name":"Hong Kong Computer Society","ror":"https://ror.org/04r9c8c47","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210150544"]}],"countries":["CN","HK"],"is_corresponding":true,"raw_author_name":"Man-Ching Yuen","raw_affiliation_strings":["Hong Kong Computer Society, Hong Kong SAR, China","The Hong Kong Polytechnic University, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Computer Society, Hong Kong SAR, China","institution_ids":["https://openalex.org/I4210134320","https://openalex.org/I4210150544"]},{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124004852","display_name":"Chi-Wai Yung","orcid":null},"institutions":[{"id":"https://openalex.org/I64427410","display_name":"Hong Kong Shue Yan University","ror":"https://ror.org/023t8mt09","country_code":"CN","type":"education","lineage":["https://openalex.org/I64427410"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chi-Wai Yung","raw_affiliation_strings":["Hong Kong Shue Yan University, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Shue Yan University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I64427410"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124029282","display_name":"Ka-Fai Ng","orcid":null},"institutions":[{"id":"https://openalex.org/I64427410","display_name":"Hong Kong Shue Yan University","ror":"https://ror.org/023t8mt09","country_code":"CN","type":"education","lineage":["https://openalex.org/I64427410"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ka-Fai Ng","raw_affiliation_strings":["Hong Kong Shue Yan University, Hong Kong SAR, China"],"affiliations":[{"raw_affiliation_string":"Hong Kong Shue Yan University, Hong Kong SAR, China","institution_ids":["https://openalex.org/I64427410"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5124031252"],"corresponding_institution_ids":["https://openalex.org/I14243506","https://openalex.org/I4210134320","https://openalex.org/I4210150544"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47639485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10103","display_name":"Reading and Literacy Development","score":0.8382999897003174,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T10103","display_name":"Reading and Literacy Development","score":0.8382999897003174,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T12070","display_name":"Writing and Handwriting Education","score":0.053599998354911804,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":0.051500000059604645,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/dyslexia","display_name":"Dyslexia","score":0.8434000015258789},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6266000270843506},{"id":"https://openalex.org/keywords/handwriting","display_name":"Handwriting","score":0.6011000275611877},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.5544000267982483},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4325000047683716},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.37290000915527344},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.3652999997138977}],"concepts":[{"id":"https://openalex.org/C506058694","wikidata":"https://www.wikidata.org/wiki/Q132971","display_name":"Dyslexia","level":3,"score":0.8434000015258789},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6266000270843506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6218000054359436},{"id":"https://openalex.org/C2779386606","wikidata":"https://www.wikidata.org/wiki/Q2393642","display_name":"Handwriting","level":2,"score":0.6011000275611877},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5885000228881836},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.5544000267982483},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4636000096797943},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4325000047683716},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3871999979019165},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3774999976158142},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.37290000915527344},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3652999997138977},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.35040000081062317},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.34060001373291016},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3325999975204468},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.29649999737739563},{"id":"https://openalex.org/C15107229","wikidata":"https://www.wikidata.org/wiki/Q860740","display_name":"Learning disability","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.26600000262260437},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.25949999690055847}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia251695","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia251695","pdf_url":null,"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/faia251695","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia251695","pdf_url":null,"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":[{"id":"https://metadata.un.org/sdg/4","score":0.904920756816864,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Dyslexia":[0],"can":[1],"significantly":[2],"impede":[3],"reading":[4],"and":[5,22,67,88,95,109,113],"writing":[6],"skills,":[7],"hindering":[8],"learning":[9],"progress.":[10],"Early":[11],"identification":[12,41,133],"of":[13],"dyslexic":[14],"students":[15],"is":[16,51],"crucial":[17],"to":[18],"provide":[19],"timely":[20],"intervention":[21],"support":[23],"but":[24],"waiting":[25],"times":[26],"for":[27,76,92,99],"assessment":[28],"services":[29],"are":[30],"often":[31],"long.":[32],"To":[33],"address":[34],"this":[35,116],"challenge,":[36],"we":[37],"propose":[38],"a":[39,54,105],"dyslexia":[40,126,132],"system":[42,50],"built":[43],"on":[44,61,125],"AWS":[45],"cloud":[46],"platform.":[47],"The":[48,118],"cloud-based":[49,131],"accessible":[52],"via":[53],"mobile":[55],"application.":[56],"We":[57,82,103],"collected":[58],"handwriting":[59],"data":[60,79],"27":[62,101],"representative":[63],"traditional":[64],"Chinese":[65],"characters":[66],"recruited":[68],"107":[69],"children":[70],"aged":[71],"5-7":[72],"in":[73,115],"Hong":[74],"Kong":[75],"the":[77,97],"first":[78],"collection":[80],"round.":[81],"developed":[83],"feature":[84],"extraction":[85],"algorithms,":[86],"trained":[87],"evaluated":[89],"6":[90],"models":[91],"each":[93],"character,":[94],"summarized":[96],"results":[98],"all":[100],"characters.":[102],"conducted":[104],"user":[106],"acceptance":[107],"test":[108],"presented":[110],"our":[111,130],"findings":[112],"conclusions":[114],"research.":[117],"experimental":[119],"result":[120],"shows":[121],"84.3%":[122],"real-world":[123],"accuracy":[124],"diagnosis":[127],"by":[128],"using":[129],"system.":[134]},"counts_by_year":[],"updated_date":"2026-01-28T23:18:48.515280","created_date":"2026-01-28T00:00:00"}
