{"id":"https://openalex.org/W3090209840","doi":"https://doi.org/10.1007/s10639-020-10346-6","title":"A data-driven approach to predict first-year students\u2019 academic success in higher education institutions","display_name":"A data-driven approach to predict first-year students\u2019 academic success in higher education institutions","publication_year":2020,"publication_date":"2020-10-06","ids":{"openalex":"https://openalex.org/W3090209840","doi":"https://doi.org/10.1007/s10639-020-10346-6","mag":"3090209840"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-020-10346-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-020-10346-6","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"Education and Information Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10071/21296","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007460591","display_name":"Paulo Diniz Gil","orcid":null},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Paulo Diniz Gil","raw_affiliation_strings":["Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), Lisboa, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), Lisboa, Portugal","institution_ids":["https://openalex.org/I110026055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031662259","display_name":"Susana da Cruz Martins","orcid":"https://orcid.org/0000-0002-5871-9849"},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Susana da Cruz Martins","raw_affiliation_strings":["Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), CIES-IUL, Lisboa, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-5871-9849","affiliations":[{"raw_affiliation_string":"Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), CIES-IUL, Lisboa, Portugal","institution_ids":["https://openalex.org/I110026055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054842139","display_name":"S\u00e9rgio Moro","orcid":"https://orcid.org/0000-0002-4861-6686"},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"S\u00e9rgio Moro","raw_affiliation_strings":["Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), ISTAR-IUL, Lisboa, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4861-6686","affiliations":[{"raw_affiliation_string":"Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), ISTAR-IUL, Lisboa, Portugal","institution_ids":["https://openalex.org/I110026055"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003211911","display_name":"Joana Martinho Costa","orcid":"https://orcid.org/0000-0001-7400-0132"},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joana Martinho Costa","raw_affiliation_strings":["Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), ISTAR-IUL, Lisboa, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-7400-0132","affiliations":[{"raw_affiliation_string":"Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), ISTAR-IUL, Lisboa, Portugal","institution_ids":["https://openalex.org/I110026055"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007460591"],"corresponding_institution_ids":["https://openalex.org/I110026055"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":5.3559,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.95663733,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"26","issue":"2","first_page":"2165","last_page":"2190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9997000098228455,"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":0.9997000098228455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.6759225726127625},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.5960882902145386},{"id":"https://openalex.org/keywords/bachelor","display_name":"Bachelor","score":0.579890251159668},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5399593710899353},{"id":"https://openalex.org/keywords/portuguese","display_name":"Portuguese","score":0.5068457722663879},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4627962112426758},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.45054659247398376},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4338463246822357},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4213806986808777},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4168585538864136},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34045326709747314},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3278213143348694},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2712238132953644},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1386728286743164}],"concepts":[{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.6759225726127625},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.5960882902145386},{"id":"https://openalex.org/C2777626052","wikidata":"https://www.wikidata.org/wiki/Q516445","display_name":"Bachelor","level":2,"score":0.579890251159668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5399593710899353},{"id":"https://openalex.org/C35219183","wikidata":"https://www.wikidata.org/wiki/Q5146","display_name":"Portuguese","level":2,"score":0.5068457722663879},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4627962112426758},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.45054659247398376},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4338463246822357},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4213806986808777},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4168585538864136},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34045326709747314},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3278213143348694},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2712238132953644},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1386728286743164},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10639-020-10346-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-020-10346-6","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"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":"Education and Information Technologies","raw_type":"journal-article"},{"id":"pmh:oai:repositorio.iscte-iul.pt:10071/21296","is_oa":true,"landing_page_url":"http://hdl.handle.net/10071/21296","pdf_url":null,"source":{"id":"https://openalex.org/S4306400114","display_name":"Reposit\u00f3rio Institucional do ISCTE-IUL (ISCTE-IUL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I110026055","host_organization_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","host_organization_lineage":["https://openalex.org/I110026055"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:repositorio.iscte-iul.pt:10071/21296","is_oa":true,"landing_page_url":"http://hdl.handle.net/10071/21296","pdf_url":null,"source":{"id":"https://openalex.org/S4306400114","display_name":"Reposit\u00f3rio Institucional do ISCTE-IUL (ISCTE-IUL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I110026055","host_organization_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","host_organization_lineage":["https://openalex.org/I110026055"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.550000011920929,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W158100379","https://openalex.org/W172563333","https://openalex.org/W1480666269","https://openalex.org/W1494846899","https://openalex.org/W1539947443","https://openalex.org/W1554944419","https://openalex.org/W1578517626","https://openalex.org/W1599003247","https://openalex.org/W1979232618","https://openalex.org/W1996163715","https://openalex.org/W2006444123","https://openalex.org/W2008417375","https://openalex.org/W2013780712","https://openalex.org/W2029510429","https://openalex.org/W2038128936","https://openalex.org/W2039132274","https://openalex.org/W2041427328","https://openalex.org/W2078095123","https://openalex.org/W2080581973","https://openalex.org/W2100525561","https://openalex.org/W2106086187","https://openalex.org/W2119821739","https://openalex.org/W2124776405","https://openalex.org/W2126982030","https://openalex.org/W2139340376","https://openalex.org/W2155653793","https://openalex.org/W2168994663","https://openalex.org/W2172653283","https://openalex.org/W2176367946","https://openalex.org/W2255539840","https://openalex.org/W2290063373","https://openalex.org/W2406832174","https://openalex.org/W2519067940","https://openalex.org/W2540252676","https://openalex.org/W2552148486","https://openalex.org/W2589111676","https://openalex.org/W2605660454","https://openalex.org/W2617300785","https://openalex.org/W2789308566","https://openalex.org/W2800065199","https://openalex.org/W2804351268","https://openalex.org/W2808239452","https://openalex.org/W2810837797","https://openalex.org/W2911964244","https://openalex.org/W4211257924","https://openalex.org/W4253578872","https://openalex.org/W6675190864","https://openalex.org/W6675846837","https://openalex.org/W6678851513","https://openalex.org/W6821113053","https://openalex.org/W6989341932"],"related_works":["https://openalex.org/W2355927362","https://openalex.org/W3155305717","https://openalex.org/W1981225642","https://openalex.org/W4288767684","https://openalex.org/W3034132578","https://openalex.org/W2735962158","https://openalex.org/W2985924212","https://openalex.org/W4327511089","https://openalex.org/W2946674783","https://openalex.org/W4380885058"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
