{"id":"https://openalex.org/W2801578035","doi":"https://doi.org/10.1016/j.tele.2018.04.007","title":"Diagnosis of learner dropout based on learning styles for online distance learning","display_name":"Diagnosis of learner dropout based on learning styles for online distance learning","publication_year":2018,"publication_date":"2018-04-20","ids":{"openalex":"https://openalex.org/W2801578035","doi":"https://doi.org/10.1016/j.tele.2018.04.007","mag":"2801578035"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.tele.2018.04.007","pdf_url":null,"source":{"id":"https://openalex.org/S25720340","display_name":"Telematics and Informatics","issn_l":"0736-5853","issn":["0736-5853","1879-324X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","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/A5075216317","display_name":"Leonardo Heidrich","orcid":null},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo Heidrich","raw_affiliation_strings":["University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Rio Grande do Sul, 950, Unisinos Av., 93.022-000, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Rio Grande do Sul, 950, Unisinos Av., 93.022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072791484","display_name":"Jorge Lu\u00eds Vict\u00f3ria Barbosa","orcid":"https://orcid.org/0000-0002-0358-2056"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Luis Vict\u00f3ria Barbosa","raw_affiliation_strings":["University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Rio Grande do Sul, 950, Unisinos Av., 93.022-000, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Rio Grande do Sul, 950, Unisinos Av., 93.022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043752755","display_name":"Wagner Cambruzzi","orcid":null},"institutions":[],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Wagner Cambruzzi","raw_affiliation_strings":["GVDASA Systems Company, S\u00e3o Leopoldo, Rio Grande do Sul, 3101/03, Theodomiro Porto da Fonseca Av., 93.022-715, Brazil"],"affiliations":[{"raw_affiliation_string":"GVDASA Systems Company, S\u00e3o Leopoldo, Rio Grande do Sul, 3101/03, Theodomiro Porto da Fonseca Av., 93.022-715, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019008916","display_name":"Sandro Jos\u00e9 Rigo","orcid":"https://orcid.org/0000-0001-8140-5621"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sandro Jos\u00e9 Rigo","raw_affiliation_strings":["University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Rio Grande do Sul, 950, Unisinos Av., 93.022-000, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Rio Grande do Sul, 950, Unisinos Av., 93.022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031501079","display_name":"M\u00e1rcio Garcia Martins","orcid":"https://orcid.org/0000-0003-1572-9198"},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M\u00e1rcio Garcia Martins","raw_affiliation_strings":["University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Rio Grande do Sul, 950, Unisinos Av., 93.022-000, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Rio Grande do Sul, 950, Unisinos Av., 93.022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075755256","display_name":"Renan Belarmino Scherer dos Santos","orcid":null},"institutions":[{"id":"https://openalex.org/I61722147","display_name":"Universidade do Vale do Rio dos Sinos","ror":"https://ror.org/05ctmmy43","country_code":"BR","type":"education","lineage":["https://openalex.org/I61722147"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Renan Belarmino Scherer dos Santos","raw_affiliation_strings":["University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Rio Grande do Sul, 950, Unisinos Av., 93.022-000, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Vale do Rio dos Sinos (UNISINOS), S\u00e3o Leopoldo, Rio Grande do Sul, 950, Unisinos Av., 93.022-000, Brazil","institution_ids":["https://openalex.org/I61722147"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5075755256"],"corresponding_institution_ids":["https://openalex.org/I61722147"],"apc_list":{"value":3490,"currency":"USD","value_usd":3490,"provenance":"doaj"},"apc_paid":null,"fwci":6.927,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":52,"citation_normalized_percentile":{"value":0.999816,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"35","issue":"6","first_page":"1593","last_page":"1606"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9997,"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":0.9997,"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/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9967,"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"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9937,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.75198376},{"id":"https://openalex.org/keywords/cognitive-style","display_name":"Cognitive style","score":0.5721455}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.75198376},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.66598886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6614425},{"id":"https://openalex.org/C150681269","wikidata":"https://www.wikidata.org/wiki/Q2380771","display_name":"Cognitive style","level":3,"score":0.5721455},{"id":"https://openalex.org/C503872463","wikidata":"https://www.wikidata.org/wiki/Q159595","display_name":"Distance education","level":2,"score":0.52953047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49419573},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4387979},{"id":"https://openalex.org/C40506919","wikidata":"https://www.wikidata.org/wiki/Q7452469","display_name":"Sequence learning","level":2,"score":0.435853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34723705},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.32059008},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26359388},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.24469388},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.112362176},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.tele.2018.04.007","pdf_url":null,"source":{"id":"https://openalex.org/S25720340","display_name":"Telematics and Informatics","issn_l":"0736-5853","issn":["0736-5853","1879-324X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","score":0.68,"id":"https://metadata.un.org/sdg/4"}],"grants":[{"funder":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":41,"referenced_works":["https://openalex.org/W129824212","https://openalex.org/W1520053934","https://openalex.org/W1568565455","https://openalex.org/W1570448133","https://openalex.org/W1573986244","https://openalex.org/W1576833354","https://openalex.org/W1909216329","https://openalex.org/W1958618230","https://openalex.org/W1979815652","https://openalex.org/W1981119341","https://openalex.org/W1987794617","https://openalex.org/W2003512984","https://openalex.org/W2006444123","https://openalex.org/W2020241340","https://openalex.org/W2067737530","https://openalex.org/W207500215","https://openalex.org/W2078164548","https://openalex.org/W2078923601","https://openalex.org/W2084837685","https://openalex.org/W2087447945","https://openalex.org/W2091356826","https://openalex.org/W2130187925","https://openalex.org/W2138471725","https://openalex.org/W2143114693","https://openalex.org/W2147061084","https://openalex.org/W2148061495","https://openalex.org/W2148734427","https://openalex.org/W2157119578","https://openalex.org/W2159341063","https://openalex.org/W2163419627","https://openalex.org/W2190777349","https://openalex.org/W2414670006","https://openalex.org/W2481230473","https://openalex.org/W2525523713","https://openalex.org/W2546314413","https://openalex.org/W2606494063","https://openalex.org/W2607294868","https://openalex.org/W2977318379","https://openalex.org/W3170775390","https://openalex.org/W4292154334","https://openalex.org/W94203212"],"related_works":["https://openalex.org/W2561154405","https://openalex.org/W2439986655","https://openalex.org/W2367371341","https://openalex.org/W2364652906","https://openalex.org/W2356117073","https://openalex.org/W2080547397","https://openalex.org/W2059943442","https://openalex.org/W2035742538","https://openalex.org/W196898368","https://openalex.org/W1566377997"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2801578035","counts_by_year":[{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2024-12-06T04:51:30.298284","created_date":"2018-05-17"}