{"id":"https://openalex.org/W2009744558","doi":"https://doi.org/10.1007/s40593-015-0037-0","title":"Implementation and use of Simulated Students for Test and Validation of new Adaptive Educational Systems: a Practical Insight","display_name":"Implementation and use of Simulated Students for Test and Validation of new Adaptive Educational Systems: a Practical Insight","publication_year":2015,"publication_date":"2015-02-12","ids":{"openalex":"https://openalex.org/W2009744558","doi":"https://doi.org/10.1007/s40593-015-0037-0","mag":"2009744558"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-015-0037-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-015-0037-0","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs40593-015-0037-0.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs40593-015-0037-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005099402","display_name":"Fabiano A. Dor\u00e7a","orcid":"https://orcid.org/0000-0003-3281-0246"},"institutions":[{"id":"https://openalex.org/I80850581","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31","country_code":"BR","type":"education","lineage":["https://openalex.org/I80850581"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Fabiano Dor\u00e7a","raw_affiliation_strings":["Faculty of Computer Science (FACOM) \u2013 Federal University of Uberlandia (UFU), Campus Santa Monica - Bloco 1B - Sala 1B148, Av. Joao Naves de Avila, 2.121 - Bairro Santa Monica - CEP, 38400-902, Uberlandia/MG, Brazil","Faculty of Computer Science (FACOM) \u2013 Federal University of Uberlandia (UFU), Campus Santa Monica - Bloco 1B - Sala 1B148"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science (FACOM) \u2013 Federal University of Uberlandia (UFU), Campus Santa Monica - Bloco 1B - Sala 1B148, Av. Joao Naves de Avila, 2.121 - Bairro Santa Monica - CEP, 38400-902, Uberlandia/MG, Brazil","institution_ids":["https://openalex.org/I80850581"]},{"raw_affiliation_string":"Faculty of Computer Science (FACOM) \u2013 Federal University of Uberlandia (UFU), Campus Santa Monica - Bloco 1B - Sala 1B148","institution_ids":["https://openalex.org/I80850581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5005099402"],"corresponding_institution_ids":["https://openalex.org/I80850581"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":3.6817,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.91993227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"25","issue":"3","first_page":"319","last_page":"345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9987999796867371,"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/T11122","display_name":"Online Learning and Analytics","score":0.9767000079154968,"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":0.9506999850273132,"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/computer-science","display_name":"Computer science","score":0.7835788726806641},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6190345883369446},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5905834436416626},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5657472610473633},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5294228196144104},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5181233286857605},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.5162177085876465},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.5023953914642334},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.4355945885181427},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.42215263843536377},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4177056550979614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4142230153083801},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.2046613097190857},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08128967881202698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7835788726806641},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6190345883369446},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5905834436416626},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5657472610473633},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5294228196144104},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5181233286857605},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.5162177085876465},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.5023953914642334},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.4355945885181427},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.42215263843536377},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4177056550979614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4142230153083801},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2046613097190857},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08128967881202698},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40593-015-0037-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-015-0037-0","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs40593-015-0037-0.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s40593-015-0037-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40593-015-0037-0","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs40593-015-0037-0.pdf","source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2426613270","display_name":null,"funder_award_id":"PROPP","funder_id":"https://openalex.org/F4320321719","funder_display_name":"Universidade Federal de Uberl\u00e2ndia"}],"funders":[{"id":"https://openalex.org/F4320321719","display_name":"Universidade Federal de Uberl\u00e2ndia","ror":"https://ror.org/04x3wvr31"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2009744558.pdf","grobid_xml":"https://content.openalex.org/works/W2009744558.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W51496197","https://openalex.org/W94203212","https://openalex.org/W113977901","https://openalex.org/W122726868","https://openalex.org/W194575727","https://openalex.org/W621669974","https://openalex.org/W1496771489","https://openalex.org/W1575520492","https://openalex.org/W1577957216","https://openalex.org/W1585506082","https://openalex.org/W1639032689","https://openalex.org/W1729856091","https://openalex.org/W1978065703","https://openalex.org/W1994940961","https://openalex.org/W1995713768","https://openalex.org/W2031775487","https://openalex.org/W2072331244","https://openalex.org/W2094509566","https://openalex.org/W2101992201","https://openalex.org/W2104832582","https://openalex.org/W2105623587","https://openalex.org/W2112660989","https://openalex.org/W2113498347","https://openalex.org/W2118934035","https://openalex.org/W2121863487","https://openalex.org/W2122291225","https://openalex.org/W2124941629","https://openalex.org/W2134558753","https://openalex.org/W2135372993","https://openalex.org/W2146670938","https://openalex.org/W2150455111","https://openalex.org/W2152150600","https://openalex.org/W2158822276","https://openalex.org/W2165673996","https://openalex.org/W2167420096","https://openalex.org/W2170644967","https://openalex.org/W2171372041","https://openalex.org/W2311479061","https://openalex.org/W2397847455","https://openalex.org/W2885975447","https://openalex.org/W2900637482","https://openalex.org/W3023540311","https://openalex.org/W3132118157","https://openalex.org/W3170775390","https://openalex.org/W4245428982","https://openalex.org/W4246711722","https://openalex.org/W6602072452","https://openalex.org/W6629793621","https://openalex.org/W6649218630","https://openalex.org/W6684896817","https://openalex.org/W7048913418"],"related_works":["https://openalex.org/W2357256365","https://openalex.org/W2348502264","https://openalex.org/W2365486383","https://openalex.org/W2362059367","https://openalex.org/W2901443725","https://openalex.org/W2350084742","https://openalex.org/W2357988862","https://openalex.org/W2113498347","https://openalex.org/W2057714291","https://openalex.org/W4379434996"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-03-16T09:10:04.655348","created_date":"2025-10-10T00:00:00"}