{"id":"https://openalex.org/W4388288934","doi":"https://doi.org/10.1080/10447318.2023.2275088","title":"Toward an Educative EEG-Based neuroIIR System for Adapting Contents","display_name":"Toward an Educative EEG-Based neuroIIR System for Adapting Contents","publication_year":2023,"publication_date":"2023-11-03","ids":{"openalex":"https://openalex.org/W4388288934","doi":"https://doi.org/10.1080/10447318.2023.2275088"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2023.2275088","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2023.2275088","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","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/A5004062730","display_name":"Alejandro A. Torres-Garc\u00eda","orcid":"https://orcid.org/0000-0001-5091-0764"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Alejandro A. Torres-Garc\u00eda","raw_affiliation_strings":["Biosignals Processing and Medical Computing Laboratory, Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Biosignals Processing and Medical Computing Laboratory, Instituto Nacional de Astrof\u00edsica \u00d3ptica y Electr\u00f3nica, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017741761","display_name":"Fernando Mart\u00ednez-Santiago","orcid":"https://orcid.org/0000-0002-1480-1752"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Fernando Mart\u00ednez-Santiago","raw_affiliation_strings":["Computer Science, Universidad de Ja\u00e9n, Ja\u00e9n, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science, Universidad de Ja\u00e9n, Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015449918","display_name":"Arturo Montejo\u2010R\u00e1ez","orcid":"https://orcid.org/0000-0002-8643-2714"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Arturo Montejo-R\u00e1ez","raw_affiliation_strings":["Computer Science, Universidad de Ja\u00e9n, Ja\u00e9n, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science, Universidad de Ja\u00e9n, Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016928206","display_name":"Lu\u00eds Alfonso Ure\u00f1a L\u00f3pez","orcid":"https://orcid.org/0000-0001-7540-4059"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"L. Alfonso Ure\u00f1a-L\u00f3pez","raw_affiliation_strings":["Computer Science, Universidad de Ja\u00e9n, Ja\u00e9n, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Science, Universidad de Ja\u00e9n, Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5004062730"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":null,"apc_paid":null,"fwci":0.181,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50925216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"40","issue":"23","first_page":"7955","last_page":"7969"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10042","display_name":"Neural and Behavioral Psychology Studies","score":0.9732000231742859,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9469000101089478,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7355501651763916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6680887937545776},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.6140227317810059},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5845150947570801},{"id":"https://openalex.org/keywords/fluency","display_name":"Fluency","score":0.5433938503265381},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5285400748252869},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.5046056509017944},{"id":"https://openalex.org/keywords/reading-comprehension","display_name":"Reading comprehension","score":0.46792173385620117},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4625956118106842},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4299926161766052},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40794965624809265},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32323741912841797},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11705002188682556},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.1087125837802887}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7355501651763916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6680887937545776},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.6140227317810059},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5845150947570801},{"id":"https://openalex.org/C2777413886","wikidata":"https://www.wikidata.org/wiki/Q3276013","display_name":"Fluency","level":2,"score":0.5433938503265381},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5285400748252869},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.5046056509017944},{"id":"https://openalex.org/C2778780117","wikidata":"https://www.wikidata.org/wiki/Q3269423","display_name":"Reading comprehension","level":3,"score":0.46792173385620117},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4625956118106842},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4299926161766052},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40794965624809265},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32323741912841797},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11705002188682556},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.1087125837802887},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/10447318.2023.2275088","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2023.2275088","pdf_url":null,"source":{"id":"https://openalex.org/S165559636","display_name":"International Journal of Human-Computer Interaction","issn_l":"1044-7318","issn":["1044-7318","1532-7590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Human\u2013Computer Interaction","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G8570739209","display_name":null,"funder_award_id":"939","funder_id":"https://openalex.org/F4320324132","funder_display_name":"Universidad de Ja\u00e9n"}],"funders":[{"id":"https://openalex.org/F4320324132","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1551978863","https://openalex.org/W1746111881","https://openalex.org/W1986398135","https://openalex.org/W2035569891","https://openalex.org/W2037802158","https://openalex.org/W2048987619","https://openalex.org/W2092109919","https://openalex.org/W2106006415","https://openalex.org/W2150148154","https://openalex.org/W2157725122","https://openalex.org/W2169783907","https://openalex.org/W2178474468","https://openalex.org/W2251463261","https://openalex.org/W2251861964","https://openalex.org/W2251939518","https://openalex.org/W2260011764","https://openalex.org/W2329553603","https://openalex.org/W2337065964","https://openalex.org/W2462120129","https://openalex.org/W2496217740","https://openalex.org/W2507223112","https://openalex.org/W2507937192","https://openalex.org/W2559463885","https://openalex.org/W2581101955","https://openalex.org/W2594349998","https://openalex.org/W2618905749","https://openalex.org/W2742461657","https://openalex.org/W2769900332","https://openalex.org/W2789208710","https://openalex.org/W2794345050","https://openalex.org/W2898389707","https://openalex.org/W2900705382","https://openalex.org/W2903288124","https://openalex.org/W2905110202","https://openalex.org/W2906613772","https://openalex.org/W2914838019","https://openalex.org/W2945813376","https://openalex.org/W2957345634","https://openalex.org/W3019166713","https://openalex.org/W3031114237","https://openalex.org/W3031671112","https://openalex.org/W3046249724","https://openalex.org/W3102455230","https://openalex.org/W3105976716","https://openalex.org/W3135403138","https://openalex.org/W3195997474","https://openalex.org/W3205552321","https://openalex.org/W3211352205","https://openalex.org/W4211036769","https://openalex.org/W4231242566","https://openalex.org/W4234872946","https://openalex.org/W4281767916","https://openalex.org/W4302313919","https://openalex.org/W4315651769","https://openalex.org/W4323782870","https://openalex.org/W6632940306","https://openalex.org/W6682814029","https://openalex.org/W6770755043"],"related_works":["https://openalex.org/W2365169615","https://openalex.org/W1970538215","https://openalex.org/W2400151637","https://openalex.org/W2975827637","https://openalex.org/W2354089692","https://openalex.org/W595497825","https://openalex.org/W2082296339","https://openalex.org/W2030403248","https://openalex.org/W2161828220","https://openalex.org/W1972348076"],"abstract_inverted_index":{"The":[0,162],"pursuit":[1],"of":[2,8,35,51,79,101,130,178,208],"information":[3,16,69],"is":[4,39,44],"an":[5,64,175],"integral":[6],"aspect":[7],"a":[9,52,55,77,118,143,150,156,189,210],"learner's":[10],"daily":[11],"routine,":[12],"often":[13],"facilitated":[14],"by":[15,63],"retrieval":[17,70],"systems.":[18],"In":[19],"this":[20],"study,":[21],"we":[22,75,116,141],"explore":[23],"the":[24,33,48,68,80,94,110,113,128,131,137,166,171,184,196,200,206,215],"correlation":[25],"between":[26],"text":[27,53,132],"complexity":[28,103,129],"and":[29,104,154],"reading":[30,91],"comprehension":[31],"through":[32],"lens":[34],"neuroinformatics.":[36],"Our":[37,193],"objective":[38],"to":[40,46,85,106,109,125,198],"ascertain":[41],"whether":[42],"it":[43],"feasible":[45],"infer":[47],"difficulty":[49,209],"level":[50,207],"for":[54,160,221],"learner":[56],"based":[57],"on":[58,136],"their":[59,89],"brain":[60],"activity,":[61],"quantified":[62],"electroencephalogram":[65],"(EEG),":[66],"during":[67],"process.":[71],"To":[72],"accomplish":[73],"this,":[74],"administered":[76],"section":[78],"Woodcock":[81],"Reading":[82],"Mastery":[83],"Test":[84],"our":[86,223],"participants,":[87],"evaluating":[88],"average":[90],"fluency.":[92],"Subsequently,":[93],"18":[95],"participants":[96],"under":[97],"observation":[98],"read":[99],"paragraphs":[100],"varying":[102],"responded":[105],"questions":[107],"pertaining":[108],"text.":[111,216],"Utilizing":[112],"amassed":[114],"data,":[115],"trained":[117],"deep":[119],"learning":[120],"model":[121],"known":[122],"as":[123],"EEGNet":[124],"autonomously":[126],"discern":[127],"being":[133],"read,":[134],"relying":[135],"EEG":[138,201],"signals.":[139],"Furthermore,":[140],"conducted":[142],"comparison":[144],"with":[145,205],"previous":[146],"research":[147],"that":[148,165],"employed":[149,155],"distinct":[151],"characterization":[152],"approach":[153,168],"random":[157,185],"forest":[158,186],"algorithm":[159,187],"classification.":[161],"outcomes":[163],"revealed":[164],"present":[167],"(EEGNet)":[169],"outperformed":[170],"former":[172],"method,":[173],"achieving":[174],"accuracy":[176],"rate":[177],"80.83%":[179],"across":[180],"all":[181],"subjects,":[182],"whereas":[183],"achieved":[188],"mere":[190],"50.28%":[191],"accuracy.":[192],"findings":[194],"suggest":[195],"potential":[197],"classify":[199],"signals":[202],"in":[203],"accordance":[204],"student":[211],"encounters":[212],"when":[213],"comprehending":[214],"We":[217],"propose":[218],"several":[219],"avenues":[220],"extending":[222],"work":[224],"into":[225],"real-time":[226],"scenarios.":[227]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
