{"id":"https://openalex.org/W3205206325","doi":"https://doi.org/10.12795/revistafuentes.2021.14278","title":"Is it possible to predict academic performance? An analysis from educational technology.","display_name":"Is it possible to predict academic performance? An analysis from educational technology.","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3205206325","doi":"https://doi.org/10.12795/revistafuentes.2021.14278","mag":"3205206325"},"language":"es","primary_location":{"id":"doi:10.12795/revistafuentes.2021.14278","doi":"https://doi.org/10.12795/revistafuentes.2021.14278","is_oa":true,"landing_page_url":"https://doi.org/10.12795/revistafuentes.2021.14278","pdf_url":"https://doi.org/10.12795/revistafuentes.2021.14278","source":{"id":"https://openalex.org/S2737944971","display_name":"Revista Fuentes","issn_l":"1575-7072","issn":["1575-7072","2172-7775"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["ddh","doaj","erih-plus","fecyt-seal","latindex","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310321045","host_organization_name":"University of Seville","host_organization_lineage":["https://openalex.org/P4310321045"],"host_organization_lineage_names":["University of Seville"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revista Fuentes","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.12795/revistafuentes.2021.14278","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010390059","display_name":"Odiel Estrada Molina","orcid":"https://orcid.org/0000-0002-0918-418X","observed_orcids":["https://orcid.org/0000-0002-0918-418X"]},"institutions":[{"id":"https://openalex.org/I4210102241","display_name":"University of Information Science","ror":"https://ror.org/022camr20","country_code":"CU","type":"education","lineage":["https://openalex.org/I4210102241"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Odiel Estrada Molina","raw_affiliation_strings":["Universidad de las Ciencias Inform\u00e1ticas (Cuba)"],"raw_orcid":"https://orcid.org/0000-0002-0918-418X","affiliations":[{"raw_affiliation_string":"Universidad de las Ciencias Inform\u00e1ticas (Cuba)","institution_ids":["https://openalex.org/I4210102241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026730508","display_name":"Dieter Reynaldo Fuentes Cancell","orcid":"https://orcid.org/0000-0002-2509-5400","observed_orcids":["https://orcid.org/0000-0002-2509-5400"]},"institutions":[{"id":"https://openalex.org/I4210102241","display_name":"University of Information Science","ror":"https://ror.org/022camr20","country_code":"CU","type":"education","lineage":["https://openalex.org/I4210102241"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Dieter Fuentes Cancell","raw_affiliation_strings":["Universidad de las Ciencias Inform\u00e1ticas (Cuba) Resumen"],"raw_orcid":"https://orcid.org/0000-0002-2509-5400","affiliations":[{"raw_affiliation_string":"Universidad de las Ciencias Inform\u00e1ticas (Cuba) Resumen","institution_ids":["https://openalex.org/I4210102241"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210102241"],"apc_list":null,"apc_paid":null,"fwci":1.1275,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.781456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"3","issue":"23","first_page":"363","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":1.0,"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":1.0,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/academic-performance-prediction","display_name":"student performance prediction","score":0.9990000128746033},{"id":"https://openalex.org/keywords/educational-technology","display_name":"educational technology","score":0.8259999752044678},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"learning analytics","score":0.8519999980926514},{"id":"https://openalex.org/keywords/machine-learning-in-education","display_name":"machine learning in education","score":0.7860000133514404},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"educational data mining","score":0.9760000109672546},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9950000047683716},{"id":"https://openalex.org/keywords/fuzzy-set-theory","display_name":"fuzzy set theory","score":0.8220000267028809},{"id":"https://openalex.org/keywords/e-learning","display_name":"online learning","score":0.9599999785423279},{"id":"https://openalex.org/keywords/blended-learning","display_name":"blended learning","score":0.9010000228881836},{"id":"https://openalex.org/keywords/face-to-face-instruction","display_name":"face-to-face teaching","score":0.5529999732971191}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.605579674243927},{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.49395281076431274},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3606618642807007},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.35500434041023254},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.3250653147697449},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.12795/revistafuentes.2021.14278","doi":"https://doi.org/10.12795/revistafuentes.2021.14278","is_oa":true,"landing_page_url":"https://doi.org/10.12795/revistafuentes.2021.14278","pdf_url":"https://doi.org/10.12795/revistafuentes.2021.14278","source":{"id":"https://openalex.org/S2737944971","display_name":"Revista Fuentes","issn_l":"1575-7072","issn":["1575-7072","2172-7775"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["ddh","doaj","erih-plus","fecyt-seal","latindex","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310321045","host_organization_name":"University of Seville","host_organization_lineage":["https://openalex.org/P4310321045"],"host_organization_lineage_names":["University of Seville"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revista Fuentes","raw_type":"journal-article"},{"id":"pmh:oai:idus.us.es:11441/151318","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11441/151318","pdf_url":"https://idus.us.es/bitstream/11441/151318/1/text.%2010.pdf","source":{"id":"https://openalex.org/S4306401665","display_name":"Deposito de Investigacion Universidad de Sevilla (University of Seville)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.12795/revistafuentes.2021.14278","doi":"https://doi.org/10.12795/revistafuentes.2021.14278","is_oa":true,"landing_page_url":"https://doi.org/10.12795/revistafuentes.2021.14278","pdf_url":"https://doi.org/10.12795/revistafuentes.2021.14278","source":{"id":"https://openalex.org/S2737944971","display_name":"Revista Fuentes","issn_l":"1575-7072","issn":["1575-7072","2172-7775"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["ddh","doaj","erih-plus","fecyt-seal","latindex","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310321045","host_organization_name":"University of Seville","host_organization_lineage":["https://openalex.org/P4310321045"],"host_organization_lineage_names":["University of Seville"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Revista Fuentes","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.975600004196167,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[{"display_name":"Systematic Review","id":"https://openalex.org/study-designs/systematic-review"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3205206325.pdf","grobid_xml":"https://content.openalex.org/works/W3205206325.grobid-xml"},"referenced_works_count":90,"referenced_works":["https://openalex.org/W4214443","https://openalex.org/W178278319","https://openalex.org/W1177209620","https://openalex.org/W1412866575","https://openalex.org/W1516003744","https://openalex.org/W1566547175","https://openalex.org/W1970191606","https://openalex.org/W1976468481","https://openalex.org/W1983553433","https://openalex.org/W1992190307","https://openalex.org/W1994211543","https://openalex.org/W2001856160","https://openalex.org/W2039062567","https://openalex.org/W2069414015","https://openalex.org/W2071573779","https://openalex.org/W2082883537","https://openalex.org/W2099149812","https://openalex.org/W2100525561","https://openalex.org/W2101168948","https://openalex.org/W2118234381","https://openalex.org/W2121526030","https://openalex.org/W2255539840","https://openalex.org/W2293235549","https://openalex.org/W2294833101","https://openalex.org/W2338970327","https://openalex.org/W2344869223","https://openalex.org/W2397060031","https://openalex.org/W2419651875","https://openalex.org/W2509598486","https://openalex.org/W2522356742","https://openalex.org/W2523269421","https://openalex.org/W2534439906","https://openalex.org/W2539583929","https://openalex.org/W2555490993","https://openalex.org/W2586955972","https://openalex.org/W2594746044","https://openalex.org/W2620004650","https://openalex.org/W2640828583","https://openalex.org/W2768915313","https://openalex.org/W2769735976","https://openalex.org/W2769863720","https://openalex.org/W2787405417","https://openalex.org/W2788822864","https://openalex.org/W2789034731","https://openalex.org/W2793762873","https://openalex.org/W2803231824","https://openalex.org/W2803920214","https://openalex.org/W2804891084","https://openalex.org/W2885000341","https://openalex.org/W2886521854","https://openalex.org/W2888509550","https://openalex.org/W2893559148","https://openalex.org/W2899196392","https://openalex.org/W2901929465","https://openalex.org/W2903583666","https://openalex.org/W2905395783","https://openalex.org/W2909913588","https://openalex.org/W2915191839","https://openalex.org/W2918263300","https://openalex.org/W2919301153","https://openalex.org/W2921752035","https://openalex.org/W2921801974","https://openalex.org/W2930100238","https://openalex.org/W2939062629","https://openalex.org/W2944034645","https://openalex.org/W2951559695","https://openalex.org/W2954524876","https://openalex.org/W2954911846","https://openalex.org/W2978890887","https://openalex.org/W2983382509","https://openalex.org/W2983650618","https://openalex.org/W2984576344","https://openalex.org/W2985978600","https://openalex.org/W2992983027","https://openalex.org/W2997240483","https://openalex.org/W2999498543","https://openalex.org/W3003384880","https://openalex.org/W3005006660","https://openalex.org/W3006538259","https://openalex.org/W3010063047","https://openalex.org/W3010762470","https://openalex.org/W3012092824","https://openalex.org/W3016734931","https://openalex.org/W3017257313","https://openalex.org/W3028961040","https://openalex.org/W3036236654","https://openalex.org/W3045953261","https://openalex.org/W3081622414","https://openalex.org/W3083666481","https://openalex.org/W4379746333"],"related_works":["https://openalex.org/W4404232406","https://openalex.org/W3214190891","https://openalex.org/W6986916234","https://openalex.org/W4292148389","https://openalex.org/W3173692829","https://openalex.org/W7097107969","https://openalex.org/W7220438806","https://openalex.org/W7128948946","https://openalex.org/W3006538259","https://openalex.org/W3170620928"],"abstract_inverted_index":{"Predecir":[0],"el":[1,30,72,75,107],"rendimiento":[2,83,126],"acad\u00e9mico":[3,84],"es":[4],"un":[5],"elemento":[6],"clave":[7],"en":[8,21,62,85],"la":[9,33,56,80,102,110],"educaci\u00f3n,":[10],"permiti\u00e9ndole":[11],"al":[12],"profesorado":[13],"dise\u00f1ar":[14],"acciones":[15],"did\u00e1cticas":[16],"preventivas.":[17],"Diversas":[18],"disciplinas":[19,117],"intervienen":[20],"este":[22],"proceso":[23],"predictivo,":[24],"siendo":[25],"las":[26,38,43,46,113,116,119,123],"anal\u00edticas":[27],"de":[28,35,47,90,112,118],"aprendizaje,":[29],"aprendizaje":[31],"autom\u00e1tico,":[32],"miner\u00eda":[34],"datos":[36],"educativos":[37],"redes":[39],"neuronales":[40],"artificiales":[41],"y":[42,69,95,97,122],"teor\u00edas":[44],"difusas,":[45],"mayor":[48],"influencia.":[49],"Se":[50,105],"presenta":[51],"una":[52],"revisi\u00f3n":[53],"sistem\u00e1tica":[54],"a":[55,101],"literatura":[57],"cient\u00edfica":[58],"(2010-marzo":[59],"2020)":[60],"presente":[61],"Scopus,":[63],"IEEE":[64],"Xplore,":[65],"ACM":[66],"Digital":[67],"Library":[68],"Springer,":[70],"con":[71,109],"objetivo":[73],"valorar":[74],"c\u00f3mo":[76],"se":[77],"ha":[78],"comportado":[79],"predicci\u00f3n":[81],"del":[82,125],"dos":[86],"escenarios:":[87],"(1)":[88],"modalidades":[89],"estudios":[91],"online":[92],"(en":[93],"l\u00ednea)":[94],"semipresencial;":[96],"(2)":[98],"Apoyo":[99],"tecnol\u00f3gico":[100],"modalidad":[103],"presencial.":[104],"concluye":[106],"art\u00edculo":[108],"determinaci\u00f3n":[111],"tendencias":[114],"entre":[115],"tecnolog\u00edas":[120],"educativas":[121],"variables":[124],"acad\u00e9mico.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2021-10-25T00:00:00"}
