{"id":"https://openalex.org/W4280544629","doi":"https://doi.org/10.1007/s10639-022-11106-4","title":"Accuracy comparison between statistical and computational classifiers applied for predicting student performance in online higher education","display_name":"Accuracy comparison between statistical and computational classifiers applied for predicting student performance in online higher education","publication_year":2022,"publication_date":"2022-05-17","ids":{"openalex":"https://openalex.org/W4280544629","doi":"https://doi.org/10.1007/s10639-022-11106-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/35603317"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-022-11106-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-022-11106-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-022-11106-4.pdf","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","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10639-022-11106-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057297280","display_name":"Rosa Leonor Ulloa Cazarez","orcid":"https://orcid.org/0000-0002-3868-0166"},"institutions":[{"id":"https://openalex.org/I193181351","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26","country_code":"MX","type":"education","lineage":["https://openalex.org/I193181351"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Rosa Leonor Ulloa Cazarez","raw_affiliation_strings":["Sistema de Universidad Virtual, Universidad de Guadalajara, Guadalajara, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-3868-0166","affiliations":[{"raw_affiliation_string":"Sistema de Universidad Virtual, Universidad de Guadalajara, Guadalajara, Mexico","institution_ids":["https://openalex.org/I193181351"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057297280"],"corresponding_institution_ids":["https://openalex.org/I193181351"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":2.1892,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.89962111,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"27","issue":"8","first_page":"11565","last_page":"11590"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9810000061988831,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9646000266075134,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7135084271430969},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7004439830780029},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6574695110321045},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6164109706878662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6089826822280884},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5929649472236633},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5748176574707031},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5164501667022705},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.514228343963623},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46533504128456116},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.4201086163520813},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10781458020210266}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7135084271430969},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7004439830780029},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6574695110321045},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6164109706878662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6089826822280884},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5929649472236633},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5748176574707031},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5164501667022705},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.514228343963623},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46533504128456116},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.4201086163520813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10781458020210266},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"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":3,"locations":[{"id":"doi:10.1007/s10639-022-11106-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-022-11106-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-022-11106-4.pdf","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":"pmid:35603317","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35603317","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and information technologies","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9110636","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9110636","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Educ Inf Technol (Dordr)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10639-022-11106-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-022-11106-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-022-11106-4.pdf","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"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5099999904632568}],"awards":[],"funders":[{"id":"https://openalex.org/F4320317037","display_name":"Universidad de Guadalajara","ror":"https://ror.org/043xj7k26"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4280544629.pdf","grobid_xml":"https://content.openalex.org/works/W4280544629.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1569653074","https://openalex.org/W1570448133","https://openalex.org/W1667831672","https://openalex.org/W1964168965","https://openalex.org/W2002830978","https://openalex.org/W2006444123","https://openalex.org/W2032038401","https://openalex.org/W2036599383","https://openalex.org/W2038749650","https://openalex.org/W2057278922","https://openalex.org/W2068749227","https://openalex.org/W2074047085","https://openalex.org/W2124685890","https://openalex.org/W2148603752","https://openalex.org/W2149298154","https://openalex.org/W2169554323","https://openalex.org/W2227197167","https://openalex.org/W2238759989","https://openalex.org/W2249237221","https://openalex.org/W2255795341","https://openalex.org/W2397938383","https://openalex.org/W2490800645","https://openalex.org/W2529553635","https://openalex.org/W2572386335","https://openalex.org/W2744511114","https://openalex.org/W2788572835","https://openalex.org/W2789816182","https://openalex.org/W2793679191","https://openalex.org/W2806068666","https://openalex.org/W2808531990","https://openalex.org/W2887783384","https://openalex.org/W2893991014","https://openalex.org/W2943695427","https://openalex.org/W2945646438","https://openalex.org/W2945887325","https://openalex.org/W2962850237","https://openalex.org/W2966741169","https://openalex.org/W2981500850","https://openalex.org/W2982205828","https://openalex.org/W2990636069","https://openalex.org/W2991195529","https://openalex.org/W3000116604","https://openalex.org/W3005006660","https://openalex.org/W3014421158","https://openalex.org/W3090323843","https://openalex.org/W3092274097","https://openalex.org/W3095646255","https://openalex.org/W3103914104","https://openalex.org/W3105658627","https://openalex.org/W3118164373","https://openalex.org/W3138114698","https://openalex.org/W3139732815","https://openalex.org/W3151518498","https://openalex.org/W3204186864","https://openalex.org/W4230737036","https://openalex.org/W4231581937","https://openalex.org/W4234659095","https://openalex.org/W4239510810","https://openalex.org/W4246435561","https://openalex.org/W4298330243","https://openalex.org/W7071374342"],"related_works":["https://openalex.org/W2250488071","https://openalex.org/W2356150353","https://openalex.org/W2090763504","https://openalex.org/W2380744779","https://openalex.org/W1999647744","https://openalex.org/W2967867994","https://openalex.org/W2018643641","https://openalex.org/W2469878540","https://openalex.org/W148178222","https://openalex.org/W2765337000"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}