{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T09:32:17Z","timestamp":1770975137416,"version":"3.50.1"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,8,1]],"date-time":"2020-08-01T00:00:00Z","timestamp":1596240000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE R. Iberoamericana Tecnologias Aprendizaje"],"published-print":{"date-parts":[[2020,8]]},"DOI":"10.1109\/rita.2020.3008131","type":"journal-article","created":{"date-parts":[[2020,7,9]],"date-time":"2020-07-09T20:27:00Z","timestamp":1594326420000},"page":"148-160","source":"Crossref","is-referenced-by-count":15,"title":["Identification of Learning Styles in Distance Education Through the Interaction of the Student With a Learning Management System"],"prefix":"10.1109","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6239-563X","authenticated-orcid":false,"given":"Roberto Douglas","family":"da Costa","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9934-1256","authenticated-orcid":false,"given":"Gustavo Fontoura","family":"de Souza","sequence":"additional","affiliation":[]},{"given":"Thales Barros","family":"de Castro","sequence":"additional","affiliation":[]},{"given":"Ricardo Alexsandro","family":"de Medeiros Valentim","sequence":"additional","affiliation":[]},{"given":"Aline","family":"de Pinho Dias","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","year":"2019","journal-title":"Perceptron Multicamadas"},{"key":"ref38","year":"2019","journal-title":"Neural network models (supervised)"},{"key":"ref33","author":"lakatos","year":"2007","journal-title":"Fundamentos de metodologia científica"},{"key":"ref32","author":"gil","year":"2008","journal-title":"Pesquisa social métodos e técnicas"},{"key":"ref31","author":"ferrari","year":"1974","journal-title":"Metodologia da ciáncia"},{"key":"ref30","author":"prodanov","year":"2013","journal-title":"Metodologia do Trabalho Científico Métodos e Técnicas da Pesquisa e do Trabalho Acadêmico"},{"key":"ref37","year":"2019","journal-title":"home page"},{"key":"ref36","author":"haykin","year":"2007","journal-title":"Redes Neurais Princípios e Prática"},{"key":"ref35","author":"almeida","year":"2000","journal-title":"Metodologia da investigação em Psicologia e educação"},{"key":"ref34","first-page":"1","article-title":"Estilos de aprendizagem: O questionário CHAEA adaptado para língua portuguesa","volume":"1","author":"miranda","year":"2008","journal-title":"Revista de Estilos de Aprendizagem"},{"key":"ref10","author":"alonso","year":"2000","journal-title":"Aprendizaje Ordenador"},{"key":"ref40","year":"2019","journal-title":"Flerlags-perceptron"},{"key":"ref11","author":"kolb","year":"1984","journal-title":"Self-Scoring Inventory and Interpretation Booklet"},{"key":"ref12","author":"honey","year":"1986","journal-title":"The Manual of Learning Styles"},{"key":"ref13","article-title":"CHAEA 32 simplificada: Propuesta basad em Análisis Multivariantes","author":"vega","year":"2013"},{"key":"ref14","article-title":"A stochastic approach based on reinforcement learning for automatic and dynamic modeling of student learning styles in adaptive and intelligent systems for distance education","author":"dor\u00e7a","year":"2012"},{"key":"ref15","first-page":"717","article-title":"Modelo de apresentaáo adaptativa de objeto de aprendizagem baseada em estilos de aprendizagem","author":"silva","year":"2007","journal-title":"Proc Brazilian Symp Comput Edu"},{"key":"ref16","first-page":"674","article-title":"Learning and teaching styles in engineering education","volume":"78","author":"felder","year":"1988","journal-title":"J Eng Edu"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511816819"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.paid.2017.04.050"},{"key":"ref19","first-page":"249","article-title":"Epilogue: Anothermysterious affair at styles","author":"sternberg","year":"2001","journal-title":"Perspectives on thinking learning and cognitive styles"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2923.2012.04273.x"},{"key":"ref4","author":"luger","year":"2013","journal-title":"Inteligência Artificial"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1111\/j.1539-6053.2009.01038.x"},{"key":"ref3","author":"rich","year":"1988","journal-title":"Inteligência Artificial"},{"key":"ref6","author":"alonso","year":"2002","journal-title":"Los Estilos de Aprendizaje Procedimientos De Diagnóstico Mejora"},{"key":"ref29","author":"ferreira","year":"2018","journal-title":"Novo Dicionário Eletránico Aurélio"},{"key":"ref5","author":"mccarthy","year":"1959","journal-title":"Programs with Common Sense"},{"key":"ref8","author":"kolb","year":"1976","journal-title":"Psicología de las Organizaciones Experiencias"},{"key":"ref7","article-title":"Learning style: An overview","author":"keefe","year":"1979","journal-title":"Student Learning Styles—Diagnosing and Prescribing Programs"},{"key":"ref2","first-page":"7","article-title":"Noções de educaxão a distância","volume":"15","author":"nunes","year":"1994","journal-title":"Revista Edu Distancia"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.5465\/amr.1981.4287844"},{"key":"ref1","author":"moore","year":"2013","journal-title":"Educaçáo a distância Sistema de Aprendizagem On-Line"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.compedu.2016.12.006"},{"key":"ref22","author":"coffield","year":"2004","journal-title":"Pedagogy Learning Styles"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1080\/00461520.2013.804395"},{"key":"ref42","year":"2019","journal-title":"sklearn preprocessing MinMaxScaler"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1348\/000709903322275885"},{"key":"ref41","year":"2019","journal-title":"sklearn preprocessing MinMaxScaler"},{"key":"ref23","first-page":"27","article-title":"Different strokes for different folks? A critique of learning styles","volume":"23","author":"stahl","year":"1999","journal-title":"Amer Educator"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1080\/00461528209529247"},{"key":"ref43","year":"2019","journal-title":"sklearn preprocessing MinMaxScaler"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1111\/bjop.12214"}],"container-title":["IEEE Revista Iberoamericana de Tecnologias del Aprendizaje"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6245520\/9158608\/09137216.pdf?arnumber=9137216","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,4,27]],"date-time":"2022-04-27T17:23:59Z","timestamp":1651080239000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9137216\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,8]]},"references-count":43,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/rita.2020.3008131","relation":{},"ISSN":["1932-8540","2374-0132"],"issn-type":[{"value":"1932-8540","type":"electronic"},{"value":"2374-0132","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,8]]}}}