{"id":"https://openalex.org/W3179507752","doi":"https://doi.org/10.1007/s10489-021-02613-x","title":"Using Meta-Learning to predict student performance in virtual learning environments","display_name":"Using Meta-Learning to predict student performance in virtual learning environments","publication_year":2021,"publication_date":"2021-07-06","ids":{"openalex":"https://openalex.org/W3179507752","doi":"https://doi.org/10.1007/s10489-021-02613-x","mag":"3179507752"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-021-02613-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-021-02613-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-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/A5000131159","display_name":"\u00c1ngel Casado Hidalgo","orcid":"https://orcid.org/0000-0003-4665-2293"},"institutions":[{"id":"https://openalex.org/I4210116615","display_name":"Universidad Internacional De La Rioja","ror":"https://ror.org/029gnnp81","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210116615"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"\u00c1ngel Casado Hidalgo","raw_affiliation_strings":["Universidad Internacional de La Rioja, Avda. de la Paz, 137, Logro\u00f1o, La Rioja, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Internacional de La Rioja, Avda. de la Paz, 137, Logro\u00f1o, La Rioja, Spain","institution_ids":["https://openalex.org/I4210116615"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004669656","display_name":"Pablo Moreno\u2010Ger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116615","display_name":"Universidad Internacional De La Rioja","ror":"https://ror.org/029gnnp81","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210116615"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo Moreno Ger","raw_affiliation_strings":["Universidad Internacional de La Rioja, Avda. de la Paz, 137, Logro\u00f1o, La Rioja, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Internacional de La Rioja, Avda. de la Paz, 137, Logro\u00f1o, La Rioja, Spain","institution_ids":["https://openalex.org/I4210116615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020133360","display_name":"Luis de\u2010la\u2010Fuente\u2010Valent\u00edn","orcid":"https://orcid.org/0000-0001-9727-315X"},"institutions":[{"id":"https://openalex.org/I4210116615","display_name":"Universidad Internacional De La Rioja","ror":"https://ror.org/029gnnp81","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210116615"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis De La Fuente Valent\u00edn","raw_affiliation_strings":["Universidad Internacional de La Rioja, Avda. de la Paz, 137, Logro\u00f1o, La Rioja, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Internacional de La Rioja, Avda. de la Paz, 137, Logro\u00f1o, La Rioja, Spain","institution_ids":["https://openalex.org/I4210116615"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000131159"],"corresponding_institution_ids":["https://openalex.org/I4210116615"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.1268,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.94068771,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"52","issue":"3","first_page":"3352","last_page":"3365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998000264167786,"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":0.9998000264167786,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9861000180244446,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9815999865531921,"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":0.8960375785827637},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6662709712982178},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6100417375564575},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6005873680114746},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5937038064002991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5809402465820312},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.514859139919281},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5013127326965332},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48219385743141174},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.4273696541786194},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.42624837160110474},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1395185887813568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8960375785827637},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6662709712982178},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6100417375564575},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6005873680114746},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5937038064002991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5809402465820312},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.514859139919281},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5013127326965332},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48219385743141174},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.4273696541786194},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.42624837160110474},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1395185887813568},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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":2,"locations":[{"id":"doi:10.1007/s10489-021-02613-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-021-02613-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:reunir.unir.net:123456789/12606","is_oa":false,"landing_page_url":"https://reunir.unir.net/handle/123456789/12606","pdf_url":null,"source":{"id":"https://openalex.org/S4306400329","display_name":"Re-Unir (International University of La Rioja)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2155087493","https://openalex.org/W2187833185","https://openalex.org/W2465020480","https://openalex.org/W2546314413","https://openalex.org/W2590161963","https://openalex.org/W2657631929","https://openalex.org/W2732158012","https://openalex.org/W2739737914","https://openalex.org/W2766479140","https://openalex.org/W2767273487","https://openalex.org/W2769342982","https://openalex.org/W2785366763","https://openalex.org/W2807233633","https://openalex.org/W2810075754","https://openalex.org/W2945013125","https://openalex.org/W2949264490","https://openalex.org/W2951775809","https://openalex.org/W2964024268","https://openalex.org/W2964081807","https://openalex.org/W2964212578","https://openalex.org/W2983382509","https://openalex.org/W3000065748","https://openalex.org/W3018604248","https://openalex.org/W4211116959","https://openalex.org/W4211208325"],"related_works":["https://openalex.org/W3061763893","https://openalex.org/W2529601000","https://openalex.org/W3157139468","https://openalex.org/W123076107","https://openalex.org/W2819101378","https://openalex.org/W3021163624","https://openalex.org/W2899084064","https://openalex.org/W2911048623","https://openalex.org/W3120369375","https://openalex.org/W1898103075"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-07-19T00:00:00"}
