{"id":"https://openalex.org/W4414213418","doi":"https://doi.org/10.1080/10447318.2025.2553778","title":"A Mixed User-Centered Approach to Enable Augmented Intelligence in Intelligent Tutoring Systems: The Case of MathAIde App","display_name":"A Mixed User-Centered Approach to Enable Augmented Intelligence in Intelligent Tutoring Systems: The Case of MathAIde App","publication_year":2025,"publication_date":"2025-09-09","ids":{"openalex":"https://openalex.org/W4414213418","doi":"https://doi.org/10.1080/10447318.2025.2553778"},"language":"en","primary_location":{"id":"doi:10.1080/10447318.2025.2553778","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2025.2553778","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2508.00103","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004014879","display_name":"Guilherme Corredato Guerino","orcid":"https://orcid.org/0000-0002-4979-5831"},"institutions":[{"id":"https://openalex.org/I211891151","display_name":"Universidade do Estado do Par\u00e1","ror":"https://ror.org/042r36z33","country_code":"BR","type":"education","lineage":["https://openalex.org/I211891151"]},{"id":"https://openalex.org/I3020652664","display_name":"Universidade Estadual do Paran\u00e1","ror":"https://ror.org/049rrx986","country_code":"BR","type":"education","lineage":["https://openalex.org/I3020652664"]},{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Guilherme Guerino","raw_affiliation_strings":["Center of Excellence in Social Technologies, Federal University of Alagoas","State University of Paran\u00e1"],"raw_orcid":"https://orcid.org/0000-0002-4979-5831","affiliations":[{"raw_affiliation_string":"Center of Excellence in Social Technologies, Federal University of Alagoas","institution_ids":["https://openalex.org/I79889768"]},{"raw_affiliation_string":"State University of Paran\u00e1","institution_ids":["https://openalex.org/I211891151","https://openalex.org/I3020652664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075995933","display_name":"Luiz Rodrigues","orcid":"https://orcid.org/0000-0003-0343-3701"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz Rodrigues","raw_affiliation_strings":["Center of Excellence in Social Technologies, Federal University of Alagoas"],"raw_orcid":"https://orcid.org/0000-0003-0343-3701","affiliations":[{"raw_affiliation_string":"Center of Excellence in Social Technologies, Federal University of Alagoas","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106164850","display_name":"Luana de Parolis Bianchini","orcid":"https://orcid.org/0009-0000-2185-2905"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luana Bianchini","raw_affiliation_strings":["Center of Excellence in Social Technologies, Federal University of Alagoas"],"raw_orcid":"https://orcid.org/0009-0000-2185-2905","affiliations":[{"raw_affiliation_string":"Center of Excellence in Social Technologies, Federal University of Alagoas","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mariana Alves","orcid":"https://orcid.org/0009-0003-3493-5664"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Mariana Alves","raw_affiliation_strings":["Center of Excellence in Social Technologies, Federal University of Alagoas"],"raw_orcid":"https://orcid.org/0009-0003-3493-5664","affiliations":[{"raw_affiliation_string":"Center of Excellence in Social Technologies, Federal University of Alagoas","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029147023","display_name":"Marcelo Marinho","orcid":"https://orcid.org/0000-0001-9575-8161"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo Marinho","raw_affiliation_strings":["Federal Rural University of Pernambuco"],"raw_orcid":"https://orcid.org/0000-0001-9575-8161","affiliations":[{"raw_affiliation_string":"Federal Rural University of Pernambuco","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083367982","display_name":"Thomaz Edson Veloso da Silva","orcid":"https://orcid.org/0000-0003-0889-7564"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thomaz Veloso","raw_affiliation_strings":["Center of Excellence in Social Technologies, Federal University of Alagoas"],"raw_orcid":"https://orcid.org/0000-0003-0889-7564","affiliations":[{"raw_affiliation_string":"Center of Excellence in Social Technologies, Federal University of Alagoas","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057403301","display_name":"Valmir Mac\u00e1rio","orcid":"https://orcid.org/0000-0002-7816-5759"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Valmir Macario","raw_affiliation_strings":["Federal Rural University of Pernambuco"],"raw_orcid":"https://orcid.org/0000-0002-7816-5759","affiliations":[{"raw_affiliation_string":"Federal Rural University of Pernambuco","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Diego Dermeval","orcid":"https://orcid.org/0000-0002-8415-6955"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diego Dermeval","raw_affiliation_strings":["Center of Excellence in Social Technologies, Federal University of Alagoas"],"raw_orcid":"https://orcid.org/0000-0002-8415-6955","affiliations":[{"raw_affiliation_string":"Center of Excellence in Social Technologies, Federal University of Alagoas","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062772629","display_name":"Thales Vieira","orcid":"https://orcid.org/0000-0001-7775-5258"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thales Vieira","raw_affiliation_strings":["Center of Excellence in Social Technologies, Federal University of Alagoas"],"raw_orcid":"https://orcid.org/0000-0001-7775-5258","affiliations":[{"raw_affiliation_string":"Center of Excellence in Social Technologies, Federal University of Alagoas","institution_ids":["https://openalex.org/I79889768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061181768","display_name":"Ig Ibert Bittencourt","orcid":"https://orcid.org/0000-0001-5676-2280"},"institutions":[{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ig Bittencourt","raw_affiliation_strings":["Center of Excellence in Social Technologies, Federal University of Alagoas","Harvard Graduate School of Education"],"raw_orcid":"https://orcid.org/0000-0001-5676-2280","affiliations":[{"raw_affiliation_string":"Center of Excellence in Social Technologies, Federal University of Alagoas","institution_ids":["https://openalex.org/I79889768"]},{"raw_affiliation_string":"Harvard Graduate School of Education","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006855037","display_name":"Seiji Isotani","orcid":"https://orcid.org/0000-0003-1574-0784"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]},{"id":"https://openalex.org/I79889768","display_name":"Universidade Federal de Alagoas","ror":"https://ror.org/00dna7t83","country_code":"BR","type":"education","lineage":["https://openalex.org/I79889768"]}],"countries":["BR","US"],"is_corresponding":false,"raw_author_name":"Seiji Isotani","raw_affiliation_strings":["Center of Excellence in Social Technologies, Federal University of Alagoas","Graduate School of Education, University of Pennsylvania"],"raw_orcid":"https://orcid.org/0000-0003-1574-0784","affiliations":[{"raw_affiliation_string":"Center of Excellence in Social Technologies, Federal University of Alagoas","institution_ids":["https://openalex.org/I79889768"]},{"raw_affiliation_string":"Graduate School of Education, University of Pennsylvania","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004014879"],"corresponding_institution_ids":["https://openalex.org/I211891151","https://openalex.org/I3020652664","https://openalex.org/I79889768"],"apc_list":null,"apc_paid":null,"fwci":2.4661,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.9061734,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"42","issue":"8","first_page":"6558","last_page":"6580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9995999932289124,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9995999932289124,"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/T11122","display_name":"Online Learning and Analytics","score":0.989799976348877,"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/T10731","display_name":"Educational Games and Gamification","score":0.9889000058174133,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/brainstorming","display_name":"Brainstorming","score":0.7289000153541565},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6294999718666077},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.44679999351501465},{"id":"https://openalex.org/keywords/augmented-reality","display_name":"Augmented reality","score":0.39989998936653137},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.38510000705718994},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.3824000060558319}],"concepts":[{"id":"https://openalex.org/C150672426","wikidata":"https://www.wikidata.org/wiki/Q191183","display_name":"Brainstorming","level":2,"score":0.7289000153541565},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6743999719619751},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6294999718666077},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5031999945640564},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.44679999351501465},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.39989998936653137},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.38510000705718994},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.3824000060558319},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.373199999332428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36970001459121704},{"id":"https://openalex.org/C193254068","wikidata":"https://www.wikidata.org/wiki/Q261719","display_name":"Theory of multiple intelligences","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.3018999993801117},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2736000120639801},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2615000009536743}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/10447318.2025.2553778","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10447318.2025.2553778","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"},{"id":"pmh:oai:arXiv.org:2508.00103","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2508.00103","pdf_url":"https://arxiv.org/pdf/2508.00103","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2508.00103","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2508.00103","pdf_url":"https://arxiv.org/pdf/2508.00103","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323809","display_name":"Minist\u00e9rio da Educa\u00e7\u00e3o","ror":"https://ror.org/04d0xx942"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1979021834","https://openalex.org/W2117655204","https://openalex.org/W2767051907","https://openalex.org/W2809327505","https://openalex.org/W2904197112","https://openalex.org/W2976310500","https://openalex.org/W3000603264","https://openalex.org/W3016306176","https://openalex.org/W3039151610","https://openalex.org/W3112767477","https://openalex.org/W3165716705","https://openalex.org/W3181166251","https://openalex.org/W3204496322","https://openalex.org/W3206299451","https://openalex.org/W3215248460","https://openalex.org/W4213145388","https://openalex.org/W4247083232","https://openalex.org/W4284994862","https://openalex.org/W4295819121","https://openalex.org/W4307561542","https://openalex.org/W4311126237","https://openalex.org/W4312374575","https://openalex.org/W4313425238","https://openalex.org/W4382133845","https://openalex.org/W4385783134","https://openalex.org/W4387603336","https://openalex.org/W4387740656","https://openalex.org/W4389519928","https://openalex.org/W4391139190","https://openalex.org/W4391139203","https://openalex.org/W4392004458","https://openalex.org/W4392769397","https://openalex.org/W4393551670","https://openalex.org/W4395075834","https://openalex.org/W4395449500","https://openalex.org/W4408419319"],"related_works":[],"abstract_inverted_index":{"This":[0],"study":[1,107],"explores":[2],"the":[3,76,127],"integration":[4],"of":[5,78,129],"Augmented":[6],"Intelligence":[7,19],"(AuI)":[8],"in":[9,17,20,99,103,137],"Intelligent":[10],"Tutoring":[11],"Systems":[12],"(ITS)":[13],"to":[14,42,134],"address":[15],"challenges":[16],"Artificial":[18],"Education":[21],"(AIED),":[22],"including":[23],"teacher":[24],"involvement,":[25],"AI":[26,41,84],"reliability,":[27],"and":[28,40,50,69,96,118],"resource":[29],"accessibility.":[30],"We":[31],"present":[32],"MathAIde,":[33],"an":[34],"ITS":[35],"that":[36,114],"uses":[37],"computer":[38],"vision":[39],"correct":[43],"mathematics":[44],"exercises":[45],"from":[46],"student":[47],"work":[48],"photos":[49],"provide":[51],"feedback.":[52],"The":[53,106],"system":[54],"was":[55],"designed":[56],"through":[57],"a":[58,70,79,130],"collaborative":[59],"process":[60],"involving":[61],"brainstorming":[62],"with":[63],"teachers,":[64],"high-fidelity":[65],"prototyping,":[66],"A/B":[67],"testing,":[68],"real-world":[71],"case":[72],"study.":[73],"Findings":[74],"emphasize":[75],"importance":[77],"teacher-centered,":[80],"user-driven":[81],"approach,":[82],"where":[83],"suggests":[85],"remediation":[86],"alternatives":[87],"while":[88,121],"teachers":[89],"retain":[90],"decision-making.":[91],"Results":[92],"highlight":[93],"efficiency,":[94],"usability,":[95],"adoption":[97],"potential":[98],"classroom":[100],"contexts,":[101],"particularly":[102],"resource-limited":[104],"environments.":[105],"contributes":[108],"practical":[109],"insights":[110],"into":[111],"designing":[112],"ITSs":[113],"balance":[115],"user":[116],"needs":[117],"technological":[119],"feasibility,":[120],"advancing":[122],"AIED":[123],"research":[124],"by":[125],"demonstrating":[126],"effectiveness":[128],"mixed-methods,":[131],"user-centered":[132],"approach":[133],"implementing":[135],"AuI":[136],"educational":[138],"technologies.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}