{"id":"https://openalex.org/W4414766393","doi":"https://doi.org/10.3389/frai.2025.1704389","title":"Editorial: Methodology for emotion-aware education based on artificial intelligence","display_name":"Editorial: Methodology for emotion-aware education based on artificial intelligence","publication_year":2025,"publication_date":"2025-10-02","ids":{"openalex":"https://openalex.org/W4414766393","doi":"https://doi.org/10.3389/frai.2025.1704389","pmid":"https://pubmed.ncbi.nlm.nih.gov/41113996"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2025.1704389","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2025.1704389","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2025.1704389/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"type":"editorial","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2025.1704389/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091621044","display_name":"Rosabel Roig-Vila","orcid":"https://orcid.org/0000-0002-9731-430X"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Rosabel Roig-Vila","raw_affiliation_strings":["General Teaching Methods and Specific Teaching Methods, University of Alicante, Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"General Teaching Methods and Specific Teaching Methods, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004213842","display_name":"Miguel Cazorla","orcid":"https://orcid.org/0000-0001-6805-3633"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Cazorla","raw_affiliation_strings":["Computer Science and Artificial Intelligence, University of Alicante, Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044883485","display_name":"S\u00e9bastien Lall\u00e9","orcid":"https://orcid.org/0000-0003-4460-8336"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Lall\u00e9","raw_affiliation_strings":["Laboratoire d'Informatique de Paris 6, LIP6, CNRS, Sorbonne University, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique de Paris 6, LIP6, CNRS, Sorbonne University, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159731"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091621044"],"corresponding_institution_ids":["https://openalex.org/I130194489"],"apc_list":{"value":2125,"currency":"USD","value_usd":2125},"apc_paid":{"value":2125,"currency":"USD","value_usd":2125},"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"1704389","last_page":"1704389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14100","display_name":"Scientific Research and Technology","score":0.5934000015258789,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T14100","display_name":"Scientific Research and Technology","score":0.5934000015258789,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T14414","display_name":"Artificial Intelligence in Education","score":0.5853999853134155,"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"}},{"id":"https://openalex.org/T14258","display_name":"Legal and Policy Issues","score":0.5656999945640564,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"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/relevance","display_name":"Relevance (law)","score":0.5604000091552734},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5367000102996826},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.44119998812675476},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.3774999976158142},{"id":"https://openalex.org/keywords/educational-research","display_name":"Educational research","score":0.3555999994277954},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.32739999890327454},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.32659998536109924},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3118000030517578}],"concepts":[{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5604000091552734},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5501000285148621},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5367000102996826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5230000019073486},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.44119998812675476},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.3774999976158142},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.3555999994277954},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.32659998536109924},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3118000030517578},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.3052000105381012},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.2930000126361847},{"id":"https://openalex.org/C174107131","wikidata":"https://www.wikidata.org/wiki/Q191591","display_name":"Emotional intelligence","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.2784999907016754},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2662000060081482},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.26589998602867126},{"id":"https://openalex.org/C92393732","wikidata":"https://www.wikidata.org/wiki/Q1790374","display_name":"Learning theory","level":2,"score":0.2621000111103058},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2587999999523163},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2558000087738037},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3389/frai.2025.1704389","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2025.1704389","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2025.1704389/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},{"id":"pmid:41113996","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41113996","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in artificial intelligence","raw_type":null},{"id":"pmh:oai:HAL:hal-05293596v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05293596","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence, 2025, Sec. AI for Human Learning and Behavior Change, 8, &#x27E8;10.3389/frai.2025.1704389&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:28b945c25e07428ca6737b79c8dfa2bd","is_oa":true,"landing_page_url":"https://doaj.org/article/28b945c25e07428ca6737b79c8dfa2bd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence, Vol 8 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11333490","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12528051","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/frai.2025.1704389","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2025.1704389","pdf_url":"https://www.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2025.1704389/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7695946218","display_name":null,"funder_award_id":"2021/017","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"}],"funders":[{"id":"https://openalex.org/F4320321864","display_name":"Generalitat Valenciana","ror":"https://ror.org/0097mvx21"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414766393.pdf","grobid_xml":"https://content.openalex.org/works/W4414766393.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"In":[0,195,489,720],"recent":[1],"decades,":[2],"advances":[3,124],"in":[4,13,51,112,141,170,192,220,225,231,264,274,292,303,329,402,499,507,511,520,621,682,735,743,765,782,871,894,915,925,954],"Artificial":[5,62],"Intelligence":[6],"(AI)":[7],"have":[8],"opened":[9],"up":[10,852],"unprecedented":[11,853],"horizons":[12],"educational":[14,143,228,622,808,927],"research.":[15,958],"The":[16,145,249,405,427,587,868,898,929],"ability":[17,513,570],"to":[18,23,32,69,86,95,138,158,216,238,258,340,356,367,415,422,439,516,580,597,605,643,727,807,835,952],"recognize,":[19],"interpret":[20,239],"and":[21,79,92,99,116,125,136,176,189,198,245,270,277,309,321,333,370,384,487,525,571,601,627,639,646,680,691,697,713,756,802,848,865,882,892,905,913],"respond":[22],"students'":[24,275,625],"emotions":[25,302,626,681],"presents":[26,201],"education":[27,500,683,773],"with":[28,212,222,432,445],"a":[29,41,108,297,395,433,534,544,618,654,685,750,776,780,786,804,811,840,949],"crucial":[30],"challenge:":[31],"design":[33,178,828],"methodologies":[34],"that":[35,73,127,208,374,430,450,468,481,494,590,657,676,770,817,832,876,934,945],"integrate":[36,423],"the":[37,45,53,123,142,149,152,159,165,171,177,193,232,259,324,352,357,364,375,382,412,451,465,475,483,495,512,566,581,585,615,632,722,725,730,739,762,792,799,821,827,877,886,895,940],"affective":[38,89],"dimension":[39],"as":[40,344,573,575,629,910],"fundamental":[42],"part":[43,630],"of":[44,114,134,151,155,161,167,173,179,234,261,300,377,387,400,453,485,497,514,522,568,584,631,732,741,794,823,829,845,860,879,890,956],"learning":[46,102,163,242,290,294,334,561,847,893],"process.":[47],"With":[48],"this":[49,490,591,766,836,872,935],"objective":[50],"mind,":[52],"research":[54,105,677,710,767,789,869,873],"topic":[55,106,768,874],"\"Methodology":[56],"for":[57,120,254,477,565,748,855],"Emotion-Aware":[58],"Education":[59],"Based":[60],"on":[61,82,122,241,394,459,464,678,688,708,729],"Intelligence\"":[63],"was":[64,68],"born.":[65],"Its":[66,227],"purpose":[67],"bring":[70],"together":[71],"work":[72,263,337],"explores":[74],"theoretical":[75],"approaches,":[76],"technological":[77,841],"applications":[78],"empirical":[80],"evidence":[81],"Educational":[83],"AI":[84,131,347,401,425,454,498,679,742,881,924],"linked":[85,579],"emotions,":[87],"bridging":[88],"computing,":[90],"pedagogy,":[91,880],"human\u2013computer":[93],"interaction":[94],"foster":[96],"more":[97,437,636,665],"responsive":[98],"ethical":[100,904],"emotion-aware":[101,772],"environments.":[103],"This":[104,336,448,472,704],"offers":[107,653],"pluralistic":[109],"overview,":[110],"both":[111,862],"terms":[113,955],"methods":[115],"contexts,":[117],"which":[118,563,825],"allows":[119,564,603],"reflection":[121,524,707,728],"challenges":[126,191],"arise":[128],"when":[129,922],"introducing":[130],"systems":[132,237,642],"capable":[133,299,859],"detecting":[135,301],"responding":[137],"emotional":[139,272,330,358,385,866],"states":[140,628],"field.":[144,194],"contributions":[146],"range":[147],"from":[148,314,543,554,839],"analysis":[150,182,206,236,260,557,850],"social":[153,247,668,689,698,715,787],"impact":[154,669,687,696,797],"scientific":[156,692,733],"production":[157],"application":[160],"deep":[162,288,560,846],"models,":[164],"integration":[166],"pedagogical":[168,371,418,466,523,812],"beliefs":[169,419,486,819],"adoption":[172,452,822],"generative":[174,424],"technologies,":[175],"innovative":[180,204],"sentiment":[181,205,849],"models.":[183],"They":[184,674],"also":[185,251,362,463,510],"highlight":[186],"ethical,":[187],"methodological,":[188],"practical":[190,906],"particular,":[196],"Ni":[197,199],"(2024)":[200,286,392,532,652],"ECO-SAM,":[202],"an":[203,576,745,926],"model":[207,414,550],"combines":[209],"self-attention":[210],"techniques":[211,257],"pre-trained":[213],"neural":[214],"networks":[215,716],"improve":[217],"emotion":[218],"classification":[219],"texts":[221],"notable":[223],"increases":[224],"accuracy.":[226],"relevance":[229],"lies":[230],"potential":[233],"text":[235],"interactions":[240],"platforms,":[243],"forums,":[244],"student":[246,545,863],"networks.":[248,311],"study":[250,588,656,723],"opens":[252,724],"possibilities":[253,854],"transferring":[255],"these":[256,441],"written":[262],"school":[265],"environments,":[266,295],"enriching":[267],"formative":[268],"assessment":[269,641],"identifying":[271],"patterns":[273],"academic":[276,695,800,957],"personal":[278],"writing.":[279],"From":[280,785,810],"another":[281],"perspective,":[282,788,813,842],"Govea":[283],"et":[284,390,530,650],"al.":[285,391,531,651],"apply":[287],"reinforcement":[289],"models":[291,600,844],"hybrid":[293,342],"developing":[296],"system":[298],"real":[304],"time":[305],"by":[306,537,663],"integrating":[307],"convolutional":[308],"recurrent":[310],"Using":[312],"data":[313],"500":[315],"students":[316],"collected":[317],"through":[318],"cameras,":[319],"microphones":[320],"biometric":[322],"sensors,":[323],"authors":[325],"show":[326,429,769,933],"significant":[327],"improvements":[328],"detection":[331],"accuracy":[332],"personalization.":[335],"invites":[338],"us":[339],"rethink":[341],"environments":[343,858],"spaces":[345],"where":[346],"supports":[348],"cognition":[349],"and,":[350],"at":[351,939],"same":[353,941],"time,":[354,942],"responds":[355],"dimension.":[359],"However,":[360],"it":[361,814],"highlights":[363,474],"urgent":[365],"need":[366,476],"establish":[368],"regulatory":[369],"frameworks,":[372],"so":[373],"pursuit":[376],"efficiency":[378],"does":[379,455],"not":[380,456,502,701,775,902],"compromise":[381],"privacy":[383],"well-being":[386],"students.":[388,586],"Cabero-Almenara":[389],"focuses":[393],"decisive":[396],"aspect:":[397],"teacher":[398],"acceptance":[399],"higher":[403],"education.":[404],"study,":[406],"involving":[407],"425":[408],"university":[409],"professors,":[410],"uses":[411],"UTAUT2":[413],"analyze":[416],"how":[417,709,714],"shape":[420,717],"willingness":[421],"tools.":[426],"results":[428,930],"teachers":[431,519],"constructivist":[434],"orientation":[435],"are":[436,833],"willing":[438],"incorporate":[440],"technologies":[442],"than":[443,666],"those":[444],"transmissive":[446],"approaches.":[447],"emphasizes":[449],"depend":[457],"solely":[458,506],"technical":[460,613],"availability,":[461],"but":[462,509,779,938],"concepts":[467],"guide":[469,644],"teaching":[470,645,891],"practice.":[471],"conclusion":[473],"professional":[478,527],"training":[479,830],"programs":[480],"address":[482],"diversity":[484],"contexts.":[488],"sense,":[491],"we":[492,759,888],"see":[493],"future":[496],"will":[501],"be":[503,606,919],"played":[504],"out":[505],"laboratories,":[508],"institutions":[515],"support":[517],"their":[518],"processes":[521,831,917],"continuous":[526],"development.":[528],"Zhou":[529],"provide":[533],"novel":[535],"approach":[536,592],"applying":[538],"Item":[539],"Response":[540],"Theory":[541],"(IRT)":[542],"state-aware":[546],"perspective.":[547],"Their":[548],"SAD-IRT":[549],"incorporates":[551],"parameters":[552],"derived":[553],"facial":[555],"expression":[556],"using":[558,923],"advanced":[559,843],"techniques,":[562],"estimation":[567],"item":[569],"difficulty,":[572],"well":[574],"additional":[577],"parameter":[578],"cognitive-affective":[582],"state":[583],"demonstrates":[589],"improves":[593],"predictive":[594],"capacity":[595],"compared":[596],"traditional":[598,660],"IRT":[599],"even":[602],"responses":[604],"anticipated":[607],"before":[608],"they":[609,943],"occur.":[610],"Beyond":[611],"its":[612,796],"value,":[614],"article":[616],"proposes":[617],"paradigm":[619],"shift":[620],"assessment:":[623],"considering":[624],"measurement,":[633],"moving":[634],"towards":[635],"personalized,":[637],"sensitive":[638,834],"useful":[640],"learning.":[647],"Finally,":[648,838],"Roda-Segarra":[649],"pioneering":[655],"goes":[658],"beyond":[659,798],"bibliometric":[661],"indicators,":[662],"examining":[664],"6,000":[667],"records":[670],"across":[671],"243":[672],"publications.":[673],"reveal":[675,944],"has":[684],"considerable":[686],"media":[690],"repositories,":[693],"although":[694],"visibility":[699],"do":[700],"always":[702],"align.":[703],"finding":[705],"prompts":[706],"reaches":[711],"communities,":[712],"knowledge":[718],"circulation.":[719],"addition,":[721],"door":[726],"role":[731],"communication":[734],"building":[736,749],"trust":[737],"around":[738],"use":[740],"education,":[744],"essential":[746],"aspect":[747],"balanced":[751],"dialogue":[752],"between":[753],"innovation,":[754],"society":[755],"schools.":[757],"As":[758],"can":[760,884],"see,":[761],"articles":[763],"gathered":[764],"AI-mediated":[771],"is":[774,815,901,936,947],"distant":[777],"goal,":[778],"field":[781],"full":[783],"swing.":[784],"still":[790,948],"faces":[791],"challenge":[793],"extending":[795],"sphere":[801],"ensuring":[803],"true":[805],"transfer":[806],"communities.":[809],"clear":[816],"teachers'":[818],"influence":[820],"AI,":[824],"requires":[826],"diversity.":[837],"open":[851],"creating":[856],"adaptive":[857],"addressing":[861],"performance":[864],"well-being.":[867],"published":[870],"shows":[875],"combination":[878],"emotion-awareness":[883],"transform":[885],"way":[887,951],"conceive":[889],"21st":[896],"century.":[897],"path":[899],"ahead":[900],"without":[903],"challenges.":[907],"Issues":[908],"such":[909],"privacy,":[911],"transparency,":[912],"fairness":[914],"personalization":[916],"must":[918],"non-negotiable":[920],"principles":[921],"context.":[928],"presented":[931],"here":[932],"possible,":[937],"there":[946],"long":[950],"go":[953]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
