{"id":"https://openalex.org/W4415455768","doi":"https://doi.org/10.1007/978-3-032-09037-9_29","title":"Scholar Dropout Analysis in\u00a0Technological Universities Subsystem Using Neural Network-Based Models: UT-Puebla Case","display_name":"Scholar Dropout Analysis in\u00a0Technological Universities Subsystem Using Neural Network-Based Models: UT-Puebla Case","publication_year":2025,"publication_date":"2025-10-23","ids":{"openalex":"https://openalex.org/W4415455768","doi":"https://doi.org/10.1007/978-3-032-09037-9_29"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-09037-9_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-09037-9_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5063484152","display_name":"Paulo Daniel V\u00e1zquez Mora","orcid":null},"institutions":[{"id":"https://openalex.org/I122296185","display_name":"Autonomous University of Tlaxcala","ror":"https://ror.org/021vseb03","country_code":"MX","type":"education","lineage":["https://openalex.org/I122296185"]},{"id":"https://openalex.org/I87806610","display_name":"Ibero-American University Puebla","ror":"https://ror.org/00pcv0g02","country_code":"MX","type":"education","lineage":["https://openalex.org/I87806610"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Paulo Daniel V\u00e1zquez Mora","raw_affiliation_strings":["Universidad Aut\u00f3noma de Tlaxcala, Facultad de Ciencias B\u00e1sicas, Ingenier\u00eda y Tecnolog\u00eda. Carretera Apizaquito S/N, San Luis Apizaquito, C.P. 90401, Apizaco, Tlaxcala, Mexico","Universidad Iberoamericana Puebla, Departamento de Ciencias e Ingenier\u00eda, Especialidad de Anal\u00edtica de Datos, Blvd. del Ni\u00f1o Poblano No. 2901, Clonia Reserva Territorial Atlixc\u00e1yotl, San Andr\u00e9s Cholula, Pue. C. P. 72820, Puebla, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Tlaxcala, Facultad de Ciencias B\u00e1sicas, Ingenier\u00eda y Tecnolog\u00eda. Carretera Apizaquito S/N, San Luis Apizaquito, C.P. 90401, Apizaco, Tlaxcala, Mexico","institution_ids":["https://openalex.org/I122296185"]},{"raw_affiliation_string":"Universidad Iberoamericana Puebla, Departamento de Ciencias e Ingenier\u00eda, Especialidad de Anal\u00edtica de Datos, Blvd. del Ni\u00f1o Poblano No. 2901, Clonia Reserva Territorial Atlixc\u00e1yotl, San Andr\u00e9s Cholula, Pue. C. P. 72820, Puebla, Mexico","institution_ids":["https://openalex.org/I87806610"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006856918","display_name":"Perfecto M. Quintero","orcid":null},"institutions":[{"id":"https://openalex.org/I122296185","display_name":"Autonomous University of Tlaxcala","ror":"https://ror.org/021vseb03","country_code":"MX","type":"education","lineage":["https://openalex.org/I122296185"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Perfecto Malaqu\u00edas Flores Quintero","raw_affiliation_strings":["Universidad Aut\u00f3noma de Tlaxcala, Facultad de Ciencias B\u00e1sicas, Ingenier\u00eda y Tecnolog\u00eda. Carretera Apizaquito S/N, San Luis Apizaquito, C.P. 90401, Apizaco, Tlaxcala, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Tlaxcala, Facultad de Ciencias B\u00e1sicas, Ingenier\u00eda y Tecnolog\u00eda. Carretera Apizaquito S/N, San Luis Apizaquito, C.P. 90401, Apizaco, Tlaxcala, Mexico","institution_ids":["https://openalex.org/I122296185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076284934","display_name":"Jos\u00e9 David Alan\u00eds Urquieta","orcid":null},"institutions":[{"id":"https://openalex.org/I87806610","display_name":"Ibero-American University Puebla","ror":"https://ror.org/00pcv0g02","country_code":"MX","type":"education","lineage":["https://openalex.org/I87806610"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 David Alan\u00eds Urquieta","raw_affiliation_strings":["Universidad Iberoamericana Puebla, Departamento de Ciencias e Ingenier\u00eda, Especialidad de Anal\u00edtica de Datos, Blvd. del Ni\u00f1o Poblano No. 2901, Clonia Reserva Territorial Atlixc\u00e1yotl, San Andr\u00e9s Cholula, Pue. C. P. 72820, Puebla, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Iberoamericana Puebla, Departamento de Ciencias e Ingenier\u00eda, Especialidad de Anal\u00edtica de Datos, Blvd. del Ni\u00f1o Poblano No. 2901, Clonia Reserva Territorial Atlixc\u00e1yotl, San Andr\u00e9s Cholula, Pue. C. P. 72820, Puebla, Mexico","institution_ids":["https://openalex.org/I87806610"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074962460","display_name":"E. Ramos","orcid":null},"institutions":[{"id":"https://openalex.org/I87806610","display_name":"Ibero-American University Puebla","ror":"https://ror.org/00pcv0g02","country_code":"MX","type":"education","lineage":["https://openalex.org/I87806610"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Erika Rodallegas Ramos","raw_affiliation_strings":["Universidad Iberoamericana Puebla, Departamento de Ciencias e Ingenier\u00eda, Especialidad de Anal\u00edtica de Datos, Blvd. del Ni\u00f1o Poblano No. 2901, Clonia Reserva Territorial Atlixc\u00e1yotl, San Andr\u00e9s Cholula, Pue. C. P. 72820, Puebla, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Iberoamericana Puebla, Departamento de Ciencias e Ingenier\u00eda, Especialidad de Anal\u00edtica de Datos, Blvd. del Ni\u00f1o Poblano No. 2901, Clonia Reserva Territorial Atlixc\u00e1yotl, San Andr\u00e9s Cholula, Pue. C. P. 72820, Puebla, Mexico","institution_ids":["https://openalex.org/I87806610"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120102568","display_name":"Mar\u00eda del Rosario Ochoa Montiel","orcid":null},"institutions":[{"id":"https://openalex.org/I122296185","display_name":"Autonomous University of Tlaxcala","ror":"https://ror.org/021vseb03","country_code":"MX","type":"education","lineage":["https://openalex.org/I122296185"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Mar\u00eda del Rosario Ochoa Montiel","raw_affiliation_strings":["Universidad Aut\u00f3noma de Tlaxcala, Facultad de Ciencias B\u00e1sicas, Ingenier\u00eda y Tecnolog\u00eda. Carretera Apizaquito S/N, San Luis Apizaquito, C.P. 90401, Apizaco, Tlaxcala, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Tlaxcala, Facultad de Ciencias B\u00e1sicas, Ingenier\u00eda y Tecnolog\u00eda. Carretera Apizaquito S/N, San Luis Apizaquito, C.P. 90401, Apizaco, Tlaxcala, Mexico","institution_ids":["https://openalex.org/I122296185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5120102569","display_name":"Brian Manuel Gonz\u00e1lez Contreras","orcid":null},"institutions":[{"id":"https://openalex.org/I122296185","display_name":"Autonomous University of Tlaxcala","ror":"https://ror.org/021vseb03","country_code":"MX","type":"education","lineage":["https://openalex.org/I122296185"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Brian Manuel Gonz\u00e1lez Contreras","raw_affiliation_strings":["Universidad Aut\u00f3noma de Tlaxcala, Facultad de Ciencias B\u00e1sicas, Ingenier\u00eda y Tecnolog\u00eda. Carretera Apizaquito S/N, San Luis Apizaquito, C.P. 90401, Apizaco, Tlaxcala, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Tlaxcala, Facultad de Ciencias B\u00e1sicas, Ingenier\u00eda y Tecnolog\u00eda. Carretera Apizaquito S/N, San Luis Apizaquito, C.P. 90401, Apizaco, Tlaxcala, Mexico","institution_ids":["https://openalex.org/I122296185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5063484152"],"corresponding_institution_ids":["https://openalex.org/I122296185","https://openalex.org/I87806610"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.56780119,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"373","last_page":"388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9812999963760376,"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":0.9812999963760376,"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":0.934499979019165},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6453999876976013},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6355000138282776},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6169999837875366},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5824000239372253},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.49889999628067017},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48669999837875366}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.934499979019165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7835000157356262},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6603000164031982},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6453999876976013},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6355000138282776},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6169999837875366},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5824000239372253},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.49889999628067017},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48669999837875366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.483599990606308},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.3903999924659729},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.34630000591278076},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.33149999380111694},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.3043999969959259},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.3027999997138977},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.29190000891685486},{"id":"https://openalex.org/C3017496549","wikidata":"https://www.wikidata.org/wiki/Q780562","display_name":"School dropout","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-09037-9_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-09037-9_29","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2907597838","https://openalex.org/W2919115771","https://openalex.org/W4384824648","https://openalex.org/W4394844833","https://openalex.org/W4400927081","https://openalex.org/W4412018566"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-23T00:00:00"}
