{"id":"https://openalex.org/W4390204204","doi":"https://doi.org/10.1109/access.2023.3347346","title":"Application of Image Classification Based on Improved LSTM in Internet Reading Therapy Platform","display_name":"Application of Image Classification Based on Improved LSTM in Internet Reading Therapy Platform","publication_year":2023,"publication_date":"2023-12-25","ids":{"openalex":"https://openalex.org/W4390204204","doi":"https://doi.org/10.1109/access.2023.3347346"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3347346","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3347346","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10374125.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10374125.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067032861","display_name":"Xiong Jian-xin","orcid":null},"institutions":[{"id":"https://openalex.org/I196038209","display_name":"Hunan University of Arts and Science","ror":"https://ror.org/01ggnn306","country_code":"CN","type":"education","lineage":["https://openalex.org/I196038209"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianxin Xiong","raw_affiliation_strings":["Hunan University of Arts and Science, Changde, China","Hunan University of Arts and Science, Changde, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Hunan University of Arts and Science, Changde, China","institution_ids":["https://openalex.org/I196038209"]},{"raw_affiliation_string":"Hunan University of Arts and Science, Changde, Hunan, China","institution_ids":["https://openalex.org/I196038209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101883920","display_name":"Hui Yin","orcid":"https://orcid.org/0009-0004-7026-9723"},"institutions":[{"id":"https://openalex.org/I12393601","display_name":"Huaihua University","ror":"https://ror.org/04zn6xq74","country_code":"CN","type":"education","lineage":["https://openalex.org/I12393601"]},{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Yin","raw_affiliation_strings":["Hunan University of Medicine, Huaihua, China","Hunan University of Medicine, Huaihua, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Hunan University of Medicine, Huaihua, China","institution_ids":["https://openalex.org/I12393601","https://openalex.org/I16609230"]},{"raw_affiliation_string":"Hunan University of Medicine, Huaihua, Hunan, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114025592","display_name":"Meisen Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I196038209","display_name":"Hunan University of Arts and Science","ror":"https://ror.org/01ggnn306","country_code":"CN","type":"education","lineage":["https://openalex.org/I196038209"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meisen Pan","raw_affiliation_strings":["Hunan University of Arts and Science, Changde, China","Hunan University of Arts and Science, Changde, Hunan, China"],"affiliations":[{"raw_affiliation_string":"Hunan University of Arts and Science, Changde, China","institution_ids":["https://openalex.org/I196038209"]},{"raw_affiliation_string":"Hunan University of Arts and Science, Changde, Hunan, China","institution_ids":["https://openalex.org/I196038209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5067032861"],"corresponding_institution_ids":["https://openalex.org/I196038209"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3491,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67595327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"12","issue":null,"first_page":"1660","last_page":"1671"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.9674999713897705,"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"}},"topics":[{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.9674999713897705,"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"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9361000061035156,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7796108722686768},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.6738570332527161},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.5579288005828857},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5398750305175781},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5340985655784607},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41739973425865173},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3751632869243622},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3671586215496063},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.366972953081131},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20169389247894287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7796108722686768},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6738570332527161},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.5579288005828857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5398750305175781},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5340985655784607},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41739973425865173},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3751632869243622},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3671586215496063},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.366972953081131},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20169389247894287},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3347346","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3347346","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10374125.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dede0d504b5f45b38df5b7f383368029","is_oa":true,"landing_page_url":"https://doaj.org/article/dede0d504b5f45b38df5b7f383368029","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 1660-1671 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3347346","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3347346","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10374125.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322191","display_name":"Hunan University","ror":"https://ror.org/05htk5m33"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390204204.pdf","grobid_xml":"https://content.openalex.org/works/W4390204204.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W2045528981","https://openalex.org/W2136213019","https://openalex.org/W2529504307","https://openalex.org/W2741913599","https://openalex.org/W2883770601","https://openalex.org/W2975169493","https://openalex.org/W2995336660","https://openalex.org/W2995479270","https://openalex.org/W3037294239","https://openalex.org/W3090586414","https://openalex.org/W3095370616","https://openalex.org/W3096659612","https://openalex.org/W3122321838","https://openalex.org/W3131903499","https://openalex.org/W3163695873","https://openalex.org/W3186351311","https://openalex.org/W3203381531","https://openalex.org/W3211666705","https://openalex.org/W4200022903","https://openalex.org/W4206030489","https://openalex.org/W4221139382","https://openalex.org/W4281488040","https://openalex.org/W4283766633","https://openalex.org/W4285794683","https://openalex.org/W4286304738","https://openalex.org/W4296360598","https://openalex.org/W4312339071","https://openalex.org/W4382288702","https://openalex.org/W6680494665","https://openalex.org/W6795249786"],"related_works":["https://openalex.org/W2082438799","https://openalex.org/W1966986837","https://openalex.org/W2360138227","https://openalex.org/W4365808155","https://openalex.org/W1838455177","https://openalex.org/W1489909378","https://openalex.org/W2065457896","https://openalex.org/W3173234801","https://openalex.org/W2392697679","https://openalex.org/W2385990477"],"abstract_inverted_index":{"Reading":[0],"therapy":[1,45,72,169],"is":[2,22,136],"an":[3,30,55,243],"effective":[4],"approach":[5,147],"for":[6,59],"improving":[7],"mental":[8,126,197],"states":[9,127,198,217],"or":[10],"addressing":[11],"disabilities":[12],"associated":[13],"with":[14,201,242],"individuals\u2019":[15,196],"dyslexia.":[16],"In":[17,62,90],"traditional":[18],"approaches,":[19],"this":[20,63,91,226],"process":[21,46,155],"performed":[23],"through":[24],"the":[25,43,70,81,102,110,113,124,153,163,166,174,188,190,202,209],"intervention":[26],"and":[27,35,66,106,141,156,199],"supervision":[28],"of":[29,109,152,165,173,208,232,247],"expert,":[31],"which":[32],"incurs":[33],"time":[34],"cost.":[36],"However,":[37],"by":[38],"utilizing":[39],"artificial":[40],"intelligence":[41],"technologies,":[42],"reading":[44,60,71,88,168],"can":[47,193],"be":[48],"automated.":[49],"This":[50,145],"article":[51],"focuses":[52],"on":[53,86,181],"presenting":[54],"internet-based":[56,167],"automated":[57],"platform":[58],"therapy.":[61],"method,":[64],"audio":[65],"visual":[67],"features":[68,105,115],"during":[69],"are":[73,98,120],"processed":[74],"using":[75,128],"deep":[76,211],"learning":[77,134,212],"techniques":[78],"to":[79,100,122,138,149,187,239],"identify":[80],"individual\u2019s":[82,125],"emotional":[83,216,235],"state":[84,236],"based":[85,180],"their":[87],"status.":[89],"state,":[92],"two":[93,118],"separate":[94],"convolutional":[95],"neural":[96],"networks":[97],"used":[99,137],"describe":[101],"facial":[103],"image":[104],"speech":[107],"characteristics":[108],"individual.":[111],"Then,":[112],"described":[114],"from":[116,183],"these":[117],"models":[119,213],"merged":[121],"determine":[123],"LSTM":[129],"layers.":[130],"Finally,":[131],"a":[132,158,229],"reinforcement":[133,146],"model":[135,227],"provide":[139],"feedback":[140],"design":[142],"subsequent":[143],"exercises.":[144],"leads":[148],"continuous":[150],"improvement":[151,231],"evaluated":[154,179],"plays":[157],"significant":[159],"role":[160],"in":[161,214,234],"enhancing":[162],"efficiency":[164],"system.":[170],"The":[171,206,222],"performance":[172,207],"proposed":[175,191,210],"method":[176,192],"has":[177,218],"been":[178,220],"information":[182],"20":[184],"volunteers.":[185],"According":[186],"results,":[189],"effectively":[194],"improve":[195],"compete":[200],"conventional":[203],"supervisor-based":[204],"approaches.":[205],"identifying":[215],"also":[219],"investigated.":[221],"results":[223],"indicate":[224],"that":[225],"achieves":[228],"minimum":[230],"9.71%":[233],"recognition":[237],"compared":[238],"previous":[240],"research,":[241],"average":[244],"correlation":[245],"coefficient":[246],"0.64485.":[248]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}