{"id":"https://openalex.org/W4390621484","doi":"https://doi.org/10.1109/fie58773.2023.10343000","title":"The Proposal of a Dashboard for Analysis and Visualization of Educational Data of Intelligent Tutoring Systems","display_name":"The Proposal of a Dashboard for Analysis and Visualization of Educational Data of Intelligent Tutoring Systems","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4390621484","doi":"https://doi.org/10.1109/fie58773.2023.10343000"},"language":"en","primary_location":{"id":"doi:10.1109/fie58773.2023.10343000","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/fie58773.2023.10343000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},"type":"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/A5074955506","display_name":"Matheus Freitas de Menezes","orcid":null},"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":true,"raw_author_name":"Matheus Freitas de Menezes","raw_affiliation_strings":["Institute of Computing (IComp), Federal University of Amazonas,Manaus,AM,Brazil","Institute of Computing (IComp), Federal University of Amazonas, Manaus, AM, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Computing (IComp), Federal University of Amazonas,Manaus,AM,Brazil","institution_ids":["https://openalex.org/I62885914"]},{"raw_affiliation_string":"Institute of Computing (IComp), Federal University of Amazonas, Manaus, AM, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","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":"Jos\u00e9 Francisco de M. Netto","raw_affiliation_strings":["Institute of Computing (IComp), Federal University of Amazonas,Manaus,AM,Brazil","Institute of Computing (IComp), Federal University of Amazonas, Manaus, AM, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Computing (IComp), Federal University of Amazonas,Manaus,AM,Brazil","institution_ids":["https://openalex.org/I62885914"]},{"raw_affiliation_string":"Institute of Computing (IComp), Federal University of Amazonas, Manaus, AM, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","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":["Institute of Computing (IComp), Federal University of Amazonas,Manaus,AM,Brazil","Institute of Computing (IComp), Federal University of Amazonas, Manaus, AM, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Computing (IComp), Federal University of Amazonas,Manaus,AM,Brazil","institution_ids":["https://openalex.org/I62885914"]},{"raw_affiliation_string":"Institute of Computing (IComp), Federal University of Amazonas, Manaus, AM, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108891890","display_name":"Ronilson Cavalcante Silva","orcid":null},"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":"Ronilson Cavalcante Silva","raw_affiliation_strings":["Institute of Computing (IComp), Federal University of Amazonas,Manaus,AM,Brazil","Institute of Computing (IComp), Federal University of Amazonas, Manaus, AM, Brazil"],"affiliations":[{"raw_affiliation_string":"Institute of Computing (IComp), Federal University of Amazonas,Manaus,AM,Brazil","institution_ids":["https://openalex.org/I62885914"]},{"raw_affiliation_string":"Institute of Computing (IComp), Federal University of Amazonas, Manaus, AM, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056532866","display_name":"Ramayana Assun\u00e7\u00e3o Menezes","orcid":"https://orcid.org/0009-0001-9797-8448"},"institutions":[{"id":"https://openalex.org/I4210147594","display_name":"Universidade do Estado do Amazonas","ror":"https://ror.org/04j5z3x06","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147594"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ramayana A. Menezes","raw_affiliation_strings":["University of the State of Amazonas, Higher School of Technology (EST),Manaus,AM,Brazil","University of the State of Amazonas, Higher School of Technology (EST), Manaus, AM, Brazil"],"affiliations":[{"raw_affiliation_string":"University of the State of Amazonas, Higher School of Technology (EST),Manaus,AM,Brazil","institution_ids":["https://openalex.org/I4210147594"]},{"raw_affiliation_string":"University of the State of Amazonas, Higher School of Technology (EST), Manaus, AM, Brazil","institution_ids":["https://openalex.org/I4210147594"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074955506"],"corresponding_institution_ids":["https://openalex.org/I62885914"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20945664,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9829000234603882,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.8147394061088562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7805246114730835},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.7460647821426392},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6431953310966492},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.5883164405822754},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.539273738861084},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5269457101821899},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47337573766708374},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4529043138027191},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.43204957246780396},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3537159264087677},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3296734690666199},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17063063383102417}],"concepts":[{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.8147394061088562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7805246114730835},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.7460647821426392},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6431953310966492},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.5883164405822754},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.539273738861084},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5269457101821899},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47337573766708374},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4529043138027191},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.43204957246780396},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3537159264087677},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3296734690666199},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17063063383102417},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie58773.2023.10343000","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/fie58773.2023.10343000","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322994","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado do Amazonas","ror":"https://ror.org/026d6ma13"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W643967429","https://openalex.org/W1567056755","https://openalex.org/W2021601071","https://openalex.org/W2158601794","https://openalex.org/W2170586871","https://openalex.org/W2176698571","https://openalex.org/W2189020589","https://openalex.org/W2503288504","https://openalex.org/W2611386646","https://openalex.org/W2767364686","https://openalex.org/W2767815752","https://openalex.org/W2904197112","https://openalex.org/W2923657891","https://openalex.org/W2955719804","https://openalex.org/W2971846368","https://openalex.org/W2972266264","https://openalex.org/W3000065748","https://openalex.org/W3004184552","https://openalex.org/W3099706588","https://openalex.org/W3102252048","https://openalex.org/W3108650429","https://openalex.org/W3157701873","https://openalex.org/W3176738191","https://openalex.org/W4252599113","https://openalex.org/W4252827872","https://openalex.org/W4253533180","https://openalex.org/W4307042686","https://openalex.org/W4310357653","https://openalex.org/W6604642892","https://openalex.org/W6687237475","https://openalex.org/W6731956616","https://openalex.org/W6767793243"],"related_works":["https://openalex.org/W3134741836","https://openalex.org/W4391160349","https://openalex.org/W4379434981","https://openalex.org/W3034267728","https://openalex.org/W2588291961","https://openalex.org/W2594203497","https://openalex.org/W4225907471","https://openalex.org/W4312251268","https://openalex.org/W4321608238","https://openalex.org/W2113723816"],"abstract_inverted_index":{"This":[0],"research":[1],"paper":[2],"discusses":[3],"the":[4,136],"impact":[5],"of":[6],"teaching":[7,61,79],"and":[8,42,66,77,113,122,130,135],"learning":[9,46,64],"technologies":[10],"on":[11],"generating":[12],"extensive":[13],"data":[14,128],"in":[15,28,44,71,95],"education.":[16],"Despite":[17],"this":[18,36],"data,":[19,93,117],"a":[20,26],"significant":[21],"portion":[22],"remains":[23],"unanalyzed,":[24],"creating":[25],"gap":[27],"utilizing":[29,48],"its":[30],"potential":[31],"insights.":[32],"Educational":[33,49,124],"dashboards":[34,125],"address":[35],"issue":[37],"by":[38],"presenting":[39],"student":[40,58,106,115],"information":[41],"interactions":[43],"online":[45],"environments,":[47],"Data":[50],"Mining":[51],"(EDM)":[52],"techniques.":[53],"EDM":[54],"aims":[55],"to":[56,102],"understand":[57],"behavior,":[59],"enhance":[60,126],"processes,":[62],"identify":[63],"patterns,":[65],"personalize":[67],"content.":[68],"It":[69],"aids":[70],"performance":[72,116],"analysis,":[73,129],"helping":[74],"struggling":[75],"students":[76,134],"guiding":[78],"adjustments.":[80],"The":[81,108],"study":[82],"proposes":[83],"an":[84],"educational":[85,137],"dashboard":[86,111],"for":[87],"analyzing":[88],"Intelligent":[89],"Tutoring":[90],"System":[91],"(ITS)":[92],"specifically":[94],"algebra":[96],"teaching.":[97],"Using":[98],"decision":[99],"tree":[100],"algorithm":[101],"extract":[103],"insights":[104],"from":[105],"interactions.":[107],"developed":[109],"web":[110],"organizes":[112],"visualizes":[114],"aiding":[118],"monitoring,":[119],"decision-making,":[120,127],"communication,":[121,131],"transparency.":[123],"benefiting":[132],"both":[133],"system's":[138],"performance.":[139]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
