{"id":"https://openalex.org/W3049430875","doi":"https://doi.org/10.1007/978-3-030-57799-5_10","title":"Variables Influencing University Dropout: A Machine Learning-Based Study","display_name":"Variables Influencing University Dropout: A Machine Learning-Based Study","publication_year":2020,"publication_date":"2020-08-14","ids":{"openalex":"https://openalex.org/W3049430875","doi":"https://doi.org/10.1007/978-3-030-57799-5_10","mag":"3049430875"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-57799-5_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57799-5_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5023007721","display_name":"Irene D\u0131\u0301az","orcid":"https://orcid.org/0000-0002-3024-6605"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Irene D\u00edaz","raw_affiliation_strings":["Department of Computer Science, Universidad de Oviedo, 33005, Oviedo (Asturias), Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Universidad de Oviedo, 33005, Oviedo (Asturias), Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030408161","display_name":"Ana Bernardo","orcid":"https://orcid.org/0000-0001-5984-0985"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana B. Bernardo","raw_affiliation_strings":["Department of Psychology, Universidad de Oviedo, 33002, Oviedo (Asturias), Spain"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, Universidad de Oviedo, 33002, Oviedo (Asturias), Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068054325","display_name":"Mar\u00eda Esteban","orcid":"https://orcid.org/0000-0003-3247-3841"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Esteban","raw_affiliation_strings":["Department of Psychology, Universidad de Oviedo, 33002, Oviedo (Asturias), Spain"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, Universidad de Oviedo, 33002, Oviedo (Asturias), Spain","institution_ids":["https://openalex.org/I165339363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057079421","display_name":"Luis J. Rodr\u0131\u0301guez-Mu\u00f1iz","orcid":"https://orcid.org/0000-0001-8702-8361"},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Luis J. Rodr\u00edguez-Mu\u00f1iz","raw_affiliation_strings":["Department of Statistics and O.R. and Mathematics Education, Universidad de Oviedo, Asturias, 33005, Oviedo, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Statistics and O.R. and Mathematics Education, Universidad de Oviedo, Asturias, 33005, Oviedo, Spain","institution_ids":["https://openalex.org/I165339363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057079421"],"corresponding_institution_ids":["https://openalex.org/I165339363"],"apc_list":null,"apc_paid":null,"fwci":1.1434,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.78922532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"94","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9983000159263611,"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":0.9983000159263611,"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/dropout","display_name":"Dropout (neural networks)","score":0.9548423290252686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6336960792541504},{"id":"https://openalex.org/keywords/drop-out","display_name":"Drop out","score":0.6296133995056152},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5761148929595947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5708930492401123},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5627012848854065},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.540633499622345},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5369406342506409},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4989163875579834},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2005215883255005}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.9548423290252686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6336960792541504},{"id":"https://openalex.org/C2984949393","wikidata":"https://www.wikidata.org/wiki/Q1260241","display_name":"Drop out","level":2,"score":0.6296133995056152},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5761148929595947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5708930492401123},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5627012848854065},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.540633499622345},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5369406342506409},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4989163875579834},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2005215883255005},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-57799-5_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-57799-5_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W429766147","https://openalex.org/W948208351","https://openalex.org/W1970881937","https://openalex.org/W2023214574","https://openalex.org/W2033278032","https://openalex.org/W2085599548","https://openalex.org/W2093994687","https://openalex.org/W2160355410","https://openalex.org/W2168045779","https://openalex.org/W2183766303","https://openalex.org/W2494630454","https://openalex.org/W2588330427","https://openalex.org/W2799116106","https://openalex.org/W2883341689","https://openalex.org/W2949492772"],"related_works":["https://openalex.org/W2783917878","https://openalex.org/W2058575413","https://openalex.org/W3161635404","https://openalex.org/W3094219133","https://openalex.org/W2992630927","https://openalex.org/W2463091046","https://openalex.org/W1480756546","https://openalex.org/W1543794443","https://openalex.org/W2114414302","https://openalex.org/W2979226657"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
