{"id":"https://openalex.org/W4396532788","doi":"https://doi.org/10.5753/educomp.2024.237389","title":"Uso de learning analytics para Avalia\u00e7\u00e3o de efici\u00eancia de curso de introdu\u00e7\u00e3o \u00e0 Intelig\u00eancia Artificial","display_name":"Uso de learning analytics para Avalia\u00e7\u00e3o de efici\u00eancia de curso de introdu\u00e7\u00e3o \u00e0 Intelig\u00eancia Artificial","publication_year":2024,"publication_date":"2024-04-22","ids":{"openalex":"https://openalex.org/W4396532788","doi":"https://doi.org/10.5753/educomp.2024.237389"},"language":"pt","primary_location":{"id":"doi:10.5753/educomp.2024.237389","doi":"https://doi.org/10.5753/educomp.2024.237389","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5753/educomp.2024.237389","pdf_url":"https://sol.sbc.org.br/index.php/educomp/article/download/28179/27990","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do IV Simp\u00f3sio Brasileiro de Educa\u00e7\u00e3o em Computa\u00e7\u00e3o (EDUCOMP 2024)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4396532788"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://sol.sbc.org.br/index.php/educomp/article/download/28179/27990","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068300207","display_name":"Marcelo Henrique Oliveira Henklain","orcid":"https://orcid.org/0000-0001-9884-8592","observed_orcids":["https://orcid.org/0000-0001-9884-8592"]},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo Henrique Oliveira Henklain","raw_affiliation_strings":["Universidade Federal de Roraima"],"raw_orcid":"https://orcid.org/0000-0001-9884-8592","affiliations":[{"raw_affiliation_string":"Universidade Federal de Roraima","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018752800","display_name":"Filipe Dwan Pereira","orcid":"https://orcid.org/0000-0003-4914-3347","observed_orcids":["https://orcid.org/0000-0003-4914-3347"]},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Filipe Dwan Pereira","raw_affiliation_strings":["Universidade Federal de Roraima"],"raw_orcid":"https://orcid.org/0000-0003-4914-3347","affiliations":[{"raw_affiliation_string":"Universidade Federal de Roraima","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021908564","display_name":"Luciano Ferreira Silva","orcid":"https://orcid.org/0000-0003-1743-4932","observed_orcids":["https://orcid.org/0000-0003-1743-4932"]},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luciano Ferreira Silva","raw_affiliation_strings":["Universidade Federal de Roraima"],"raw_orcid":"https://orcid.org/0000-0003-1743-4932","affiliations":[{"raw_affiliation_string":"Universidade Federal de Roraima","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044999699","display_name":"Acauan Cardoso Ribeiro","orcid":"https://orcid.org/0000-0002-3462-5100","observed_orcids":["https://orcid.org/0000-0002-3462-5100"]},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Acauan Cardoso Ribeiro","raw_affiliation_strings":["Universidade Federal de Roraima"],"raw_orcid":"https://orcid.org/0000-0002-3462-5100","affiliations":[{"raw_affiliation_string":"Universidade Federal de Roraima","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038140267","display_name":"Herbert Oliveira Rocha","orcid":"https://orcid.org/0000-0002-2648-8468","observed_orcids":["https://orcid.org/0000-0002-2648-8468"]},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Herbert Oliveira Rocha","raw_affiliation_strings":["Universidade Federal de Roraima"],"raw_orcid":"https://orcid.org/0000-0002-2648-8468","affiliations":[{"raw_affiliation_string":"Universidade Federal de Roraima","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007822504","display_name":"Leandro Nelinho Balico","orcid":"https://orcid.org/0000-0003-4022-460X","observed_orcids":["https://orcid.org/0000-0003-4022-460X"]},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro Nelinho Balico","raw_affiliation_strings":["Universidade Federal de Roraima"],"raw_orcid":"https://orcid.org/0000-0003-4022-460X","affiliations":[{"raw_affiliation_string":"Universidade Federal de Roraima","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026373363","display_name":"Marcelle Alencar Urquiza","orcid":"https://orcid.org/0000-0001-9102-8751","observed_orcids":["https://orcid.org/0000-0001-9102-8751"]},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelle Alencar Urquiza","raw_affiliation_strings":["Universidade Federal de Roraima"],"raw_orcid":"https://orcid.org/0000-0001-9102-8751","affiliations":[{"raw_affiliation_string":"Universidade Federal de Roraima","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002618063","display_name":"M Oliveira","orcid":"https://orcid.org/0009-0009-1405-3377","observed_orcids":["https://orcid.org/0009-0009-1405-3377"]},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcia Gabrielle Bonif\u00e1cio de Oliveira","raw_affiliation_strings":["Universidade Federal de Roraima"],"raw_orcid":"https://orcid.org/0009-0009-1405-3377","affiliations":[{"raw_affiliation_string":"Universidade Federal de Roraima","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095956529","display_name":"George Lucas Mon\u00e7\u00e3o Zambonin","orcid":"https://orcid.org/0009-0008-2065-2504","observed_orcids":["https://orcid.org/0009-0008-2065-2504"]},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"George Lucas Mon\u00e7\u00e3o Zambonin","raw_affiliation_strings":["Universidade Federal de Roraima"],"raw_orcid":"https://orcid.org/0009-0008-2065-2504","affiliations":[{"raw_affiliation_string":"Universidade Federal de Roraima","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025630415","display_name":"Rafael Ferreira Mello","orcid":"https://orcid.org/0000-0003-3548-9670","observed_orcids":["https://orcid.org/0000-0003-3548-9670"]},"institutions":[{"id":"https://openalex.org/I4210123235","display_name":"Centro de Estudos e Sistemas Avan\u00e7ados do Recife","ror":"https://ror.org/02t7xfd51","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123235"]},{"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":"Rafael Ferreira Mello","raw_affiliation_strings":["Universidade Federal Rural de Pernambuco / CESAR School"],"raw_orcid":"https://orcid.org/0000-0003-3548-9670","affiliations":[{"raw_affiliation_string":"Universidade Federal Rural de Pernambuco / CESAR School","institution_ids":["https://openalex.org/I4210123235","https://openalex.org/I62921916"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"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/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"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/T10162","display_name":"Online and Blended Learning","score":9.999999747378752e-05,"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"}},{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"learning analytics","score":0.9959999918937683},{"id":"https://openalex.org/keywords/behavior-analysis","display_name":"behavior analysis","score":0.5559999942779541},{"id":"https://openalex.org/keywords/online-course-evaluation","display_name":"online course evaluation","score":0.6370000243186951},{"id":"https://openalex.org/keywords/self-confidence","display_name":"self-confidence","score":0.5049999952316284},{"id":"https://openalex.org/keywords/learning-outcomes","display_name":"learning outcomes","score":0.6019999980926514},{"id":"https://openalex.org/keywords/course-satisfaction","display_name":"course satisfaction","score":0.8730000257492065}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4891250729560852},{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.40603095293045044},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.38943588733673096}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5753/educomp.2024.237389","doi":"https://doi.org/10.5753/educomp.2024.237389","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5753/educomp.2024.237389","pdf_url":"https://sol.sbc.org.br/index.php/educomp/article/download/28179/27990","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do IV Simp\u00f3sio Brasileiro de Educa\u00e7\u00e3o em Computa\u00e7\u00e3o (EDUCOMP 2024)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5753/educomp.2024.237389","doi":"https://doi.org/10.5753/educomp.2024.237389","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5753/educomp.2024.237389","pdf_url":"https://sol.sbc.org.br/index.php/educomp/article/download/28179/27990","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do IV Simp\u00f3sio Brasileiro de Educa\u00e7\u00e3o em Computa\u00e7\u00e3o (EDUCOMP 2024)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9901999831199646,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396532788.pdf","grobid_xml":"https://content.openalex.org/works/W4396532788.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1974001379","https://openalex.org/W2903267655","https://openalex.org/W2952648426","https://openalex.org/W2954146787","https://openalex.org/W3000065748","https://openalex.org/W3109020191","https://openalex.org/W3110742129","https://openalex.org/W3139953961","https://openalex.org/W4205843231","https://openalex.org/W4214878587","https://openalex.org/W4290649037","https://openalex.org/W4291552562","https://openalex.org/W4321441983"],"related_works":["https://openalex.org/W7223501454","https://openalex.org/W7161377083","https://openalex.org/W4414029959","https://openalex.org/W4416645913","https://openalex.org/W7220659477","https://openalex.org/W7220714405","https://openalex.org/W7155266035","https://openalex.org/W4406391462","https://openalex.org/W7220925759","https://openalex.org/W7156682220"],"abstract_inverted_index":{"O":[0],"objetivo":[1],"deste":[2],"estudo":[3],"foi":[4,119],"avaliar":[5,62],"a":[6,17,75,99,145],"efici\u00eancia":[7],"do":[8,19,32,58,95,147],"curso":[9,59,118,130],"on-line":[10],"ABC":[11],"da":[12],"Intelig\u00eancia":[13],"Artificial,":[14],"tendo":[15],"adotado":[16],"An\u00e1lise":[18],"Comportamento":[20],"como":[21],"teoria":[22],"educacional.":[23],"Participaram":[24],"244":[25],"pessoas,":[26],"ao":[27,56],"longo":[28],"de":[29,41,47,50,84,87,97,138],"quatro":[30],"ofertas":[31],"curso,":[33],"desde":[34],"graduandos":[35],"em":[36,66],"ci\u00eancias":[37],"exatas":[38],"at\u00e9":[39],"p\u00f3s-graduados":[40],"outras":[42],"\u00e1reas.":[43],"Foi":[44],"aplicada":[45],"prova":[46],"30":[48],"itens":[49],"V/F":[51],"no":[52],"in\u00edcio":[53],"(pr\u00e9)":[54],"e":[55,64,86,91,107,133,140],"final":[57],"(p\u00f3s-teste),":[60],"para":[61],"aprendizagem":[63,139],"autoconfian\u00e7a":[65,88],"rela\u00e7\u00e3o":[67],"\u00e0s":[68],"pr\u00f3prias":[69],"respostas":[70],"na":[71,151],"prova.":[72],"Avaliamos,":[73],"ainda,":[74],"satisfa\u00e7\u00e3o":[76,115],"com":[77,93,116],"o":[78,117],"curso.":[79],"Observamos":[80],"aumento":[81],"estatisticamente":[82],"significativo":[83],"acertos":[85],"entre":[89],"pr\u00e9":[90],"p\u00f3s-teste,":[92],"tamanhos":[94],"efeito":[96],"moderado":[98],"alto:":[100],"0,48":[101],"\u2265":[102,109],"d":[103,110],"\u2264":[104,111],"0,87":[105],"(aprendizado)":[106],"0,45":[108],"0,98":[112],"(autoconfian\u00e7a).":[113],"A":[114],"elevada":[120],"(M":[121],"=":[122,125],"4,45;":[123],"DP":[124],"0,10).":[126],"Esperamos":[127],"que":[128],"esse":[129],"seja":[131],"replicado":[132],"seus":[134],"recursos,":[135],"principalmente":[136],"objetivos":[137],"avalia\u00e7\u00f5es,":[141],"possam":[142],"ser":[143],"aperfei\u00e7oados,":[144],"partir":[146],"material":[148],"gratuitamente":[149],"disponibilizado":[150],"Internet.":[152]},"counts_by_year":[],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2024-05-01T00:00:00"}