{"id":"https://openalex.org/W4200181144","doi":"https://doi.org/10.1109/fie49875.2021.9637406","title":"Designing Pedagogical Agents Toward the Recommendation and Intervention Based on Students' Actions in an ITS","display_name":"Designing Pedagogical Agents Toward the Recommendation and Intervention Based on Students' Actions in an ITS","publication_year":2021,"publication_date":"2021-10-13","ids":{"openalex":"https://openalex.org/W4200181144","doi":"https://doi.org/10.1109/fie49875.2021.9637406"},"language":"en","primary_location":{"id":"doi:10.1109/fie49875.2021.9637406","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie49875.2021.9637406","pdf_url":null,"source":{"id":"https://openalex.org/S4363607796","display_name":"2021 IEEE Frontiers in Education Conference (FIE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5090226029","display_name":"Arcanjo Miguel Mota Lopes","orcid":"https://orcid.org/0000-0003-4017-9618"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Arcanjo Miguel Mota Lopes","raw_affiliation_strings":["PostGraduate Program in Informatics, Institute of Computing (IComp), Federal University of Amazonas (UFAM), Manaus, Amazonas, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PostGraduate Program in Informatics, Institute of Computing (IComp), Federal University of Amazonas (UFAM), Manaus, Amazonas, Brasil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071457126","display_name":"Jos\u00e9 Francisco de Magalh\u00e3es Netto","orcid":"https://orcid.org/0000-0002-4772-2399"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jose Francisco De Magalhaes Netto","raw_affiliation_strings":["PostGraduate Program in Informatics, Institute of Computing (IComp), Federal University of Amazonas (UFAM), Manaus, Amazonas, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PostGraduate Program in Informatics, Institute of Computing (IComp), Federal University of Amazonas (UFAM), Manaus, Amazonas, Brasil","institution_ids":["https://openalex.org/I62885914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I62885914"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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":0.9584000110626221,"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":0.9584000110626221,"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":0.9524999856948853,"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/T13084","display_name":"Education during COVID-19 pandemic","score":0.9143000245094299,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.8018925189971924},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7248439788818359},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6968861818313599},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6102464199066162},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4679006338119507},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.46736451983451843},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.45336583256721497},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.4382408857345581},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.407199889421463},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.40696993470191956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19262656569480896}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.8018925189971924},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7248439788818359},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6968861818313599},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6102464199066162},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4679006338119507},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.46736451983451843},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.45336583256721497},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.4382408857345581},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.407199889421463},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.40696993470191956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19262656569480896},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie49875.2021.9637406","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie49875.2021.9637406","pdf_url":null,"source":{"id":"https://openalex.org/S4363607796","display_name":"2021 IEEE Frontiers in Education Conference (FIE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W22200372","https://openalex.org/W90784117","https://openalex.org/W1503365941","https://openalex.org/W1541634315","https://openalex.org/W1984826222","https://openalex.org/W1995853132","https://openalex.org/W2001152839","https://openalex.org/W2001287232","https://openalex.org/W2002248317","https://openalex.org/W2004970722","https://openalex.org/W2030435972","https://openalex.org/W2051480848","https://openalex.org/W2100242321","https://openalex.org/W2126715928","https://openalex.org/W2127493920","https://openalex.org/W2151479530","https://openalex.org/W2173005626","https://openalex.org/W2346351634","https://openalex.org/W2397761398","https://openalex.org/W2508148179","https://openalex.org/W2534674944","https://openalex.org/W2543279839","https://openalex.org/W2592229992","https://openalex.org/W2747795571","https://openalex.org/W2808967136","https://openalex.org/W2970141834","https://openalex.org/W2978894105","https://openalex.org/W2990557728","https://openalex.org/W3011464252","https://openalex.org/W3026634415","https://openalex.org/W3043326956","https://openalex.org/W3085093239","https://openalex.org/W3115644220","https://openalex.org/W3157440495","https://openalex.org/W6630100320","https://openalex.org/W6712823304"],"related_works":["https://openalex.org/W52840052","https://openalex.org/W3162837891","https://openalex.org/W1687852313","https://openalex.org/W3029243869","https://openalex.org/W2502336004","https://openalex.org/W1741504538","https://openalex.org/W4308623176","https://openalex.org/W2019696434","https://openalex.org/W2358078963","https://openalex.org/W2023249001"],"abstract_inverted_index":{"This":[0],"full":[1],"paper":[2],"aims":[3],"to":[4,13,42,63,73,143,152],"present":[5],"a":[6,60,110],"model":[7],"of":[8,24,31,38,67,78,99,101,109,131,139,167],"the":[9,22,29,32,39,43,47,51,65,76,84,91,97,102,107,114,137,147,150,155,165],"Pedagogical":[10],"Agents":[11],"architecture":[12,66],"assist":[14,74],"in":[15,35,50,75,83,136],"activities":[16],"and":[17,46,55,93,105,149,157,161],"tutorial":[18],"interventions":[19],"for":[20,124,146],"mastering":[21],"resolution":[23],"first-degree":[25],"polynomial":[26],"equations.":[27],"With":[28],"impact":[30],"educational":[33],"situation":[34],"various":[36],"parts":[37],"world":[40],"due":[41],"Covid-19":[44],"pandemic":[45],"difficulties":[48],"identified":[49],"interaction":[52,122],"between":[53],"student":[54,151],"teacher,":[56],"this":[57,132],"research":[58,82],"uses":[59],"multi-agent":[61],"approach":[62],"improve":[64],"an":[68],"Intelligent":[69],"Tutoring":[70,140],"System":[71],"aiming":[72,89,163],"context":[77],"distance":[79],"education.":[80],"Exploratory":[81],"literature":[85],"was":[86],"carried":[87],"out,":[88],"at":[90,164],"problem":[92],"situation,":[94],"which":[95],"implies":[96],"process":[98,159],"development":[100],"technological":[103],"artifact":[104],"from":[106],"elaboration":[108],"product":[111],"based":[112],"on":[113],"gaps":[115],"found.":[116],"As":[117],"pedagogical":[118],"support,":[119],"Vygotsky's":[120],"social":[121],"theory":[123],"instructional":[125],"support":[126],"is":[127],"used.":[128],"The":[129],"implementation":[130],"proposal":[133],"will":[134],"result":[135],"improvement":[138],"Systems,":[141],"allowing":[142],"guarantee":[144],"conditions":[145],"teacher":[148],"carry":[153],"out":[154],"teaching":[156],"learning":[158],"flexibly":[160],"intelligently,":[162],"construction":[166],"knowledge.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}