{"id":"https://openalex.org/W4402000958","doi":"https://doi.org/10.18421/tem133-83","title":"Web Application Based on Neural Networks for the Detection of Students at Risk of Academic Desertion","display_name":"Web Application Based on Neural Networks for the Detection of Students at Risk of Academic Desertion","publication_year":2024,"publication_date":"2024-08-27","ids":{"openalex":"https://openalex.org/W4402000958","doi":"https://doi.org/10.18421/tem133-83"},"language":"en","primary_location":{"id":"doi:10.18421/tem133-83","doi":"https://doi.org/10.18421/tem133-83","is_oa":true,"landing_page_url":"https://doi.org/10.18421/tem133-83","pdf_url":null,"source":{"id":"https://openalex.org/S2738886008","display_name":"TEM Journal","issn_l":"2217-8309","issn":["2217-8309","2217-8333"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","erih-plus","norway-1","poland-20"],"host_organization":"https://openalex.org/P4310321448","host_organization_name":"UIKTEN","host_organization_lineage":["https://openalex.org/P4310321448"],"host_organization_lineage_names":["UIKTEN"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TEM Journal","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.18421/tem133-83","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106810214","display_name":"Manuel S. Asto-Lazaro","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2802656227","display_name":"Universidad C\u00e9sar Vallejo","ror":"https://ror.org/0297axj39","country_code":"PE","type":"education","lineage":["https://openalex.org/I2802656227"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Manuel S. Asto-Lazaro","raw_affiliation_strings":["Research Group Trend and Innovation in Systems Engineering-Trujillo, Universidad C\u00e9sar Vallejo, Avenue Larco 1770 Trujillo, Peru"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Group Trend and Innovation in Systems Engineering-Trujillo, Universidad C\u00e9sar Vallejo, Avenue Larco 1770 Trujillo, Peru","institution_ids":["https://openalex.org/I2802656227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060108878","display_name":"Segundo Edwin Cieza-Mostacero","orcid":"https://orcid.org/0000-0002-3520-4383","observed_orcids":["https://orcid.org/0000-0002-3520-4383"]},"institutions":[{"id":"https://openalex.org/I2802656227","display_name":"Universidad C\u00e9sar Vallejo","ror":"https://ror.org/0297axj39","country_code":"PE","type":"education","lineage":["https://openalex.org/I2802656227"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Segundo E. Cieza-Mostacero","raw_affiliation_strings":["Research Group Trend and Innovation in Systems Engineering-Trujillo, Universidad C\u00e9sar Vallejo, Avenue Larco 1770 Trujillo, Peru"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Group Trend and Innovation in Systems Engineering-Trujillo, Universidad C\u00e9sar Vallejo, Avenue Larco 1770 Trujillo, Peru","institution_ids":["https://openalex.org/I2802656227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2802656227"],"apc_list":{"value":600,"currency":"EUR","value_usd":647},"apc_paid":{"value":600,"currency":"EUR","value_usd":647},"fwci":0.4295,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62238806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2581","last_page":"2592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9032999873161316,"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":0.9032999873161316,"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/T14241","display_name":"Evasion and Academic Success Factors","score":0.09130000323057175,"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/T13559","display_name":"Edcuational Technology Systems","score":0.0007999999797903001,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/at-risk-students","display_name":"at-risk students","score":0.9580000042915344},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.75},{"id":"https://openalex.org/keywords/web-application","display_name":"web application","score":0.9879999756813049},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.5389999747276306},{"id":"https://openalex.org/keywords/student-retention","display_name":"student retention","score":0.6470000147819519},{"id":"https://openalex.org/keywords/flask","display_name":"Flask","score":0.43700000643730164},{"id":"https://openalex.org/keywords/private-universities","display_name":"private universities","score":0.3889999985694885}],"concepts":[{"id":"https://openalex.org/C2777169198","wikidata":"https://www.wikidata.org/wiki/Q633339","display_name":"Desertion","level":2,"score":0.8666854500770569},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.7738680839538574},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47433772683143616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44770506024360657},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29799920320510864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24994486570358276},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.16068822145462036},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.07313686609268188}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18421/tem133-83","doi":"https://doi.org/10.18421/tem133-83","is_oa":true,"landing_page_url":"https://doi.org/10.18421/tem133-83","pdf_url":null,"source":{"id":"https://openalex.org/S2738886008","display_name":"TEM Journal","issn_l":"2217-8309","issn":["2217-8309","2217-8333"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","erih-plus","norway-1","poland-20"],"host_organization":"https://openalex.org/P4310321448","host_organization_name":"UIKTEN","host_organization_lineage":["https://openalex.org/P4310321448"],"host_organization_lineage_names":["UIKTEN"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TEM Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.18421/tem133-83","doi":"https://doi.org/10.18421/tem133-83","is_oa":true,"landing_page_url":"https://doi.org/10.18421/tem133-83","pdf_url":null,"source":{"id":"https://openalex.org/S2738886008","display_name":"TEM Journal","issn_l":"2217-8309","issn":["2217-8309","2217-8333"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","erih-plus","norway-1","poland-20"],"host_organization":"https://openalex.org/P4310321448","host_organization_name":"UIKTEN","host_organization_lineage":["https://openalex.org/P4310321448"],"host_organization_lineage_names":["UIKTEN"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TEM Journal","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6164000034332275,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W3157166030","https://openalex.org/W3160543748","https://openalex.org/W3185704651","https://openalex.org/W4280506724","https://openalex.org/W4285502369","https://openalex.org/W4288047525","https://openalex.org/W4319347425","https://openalex.org/W4323022405"],"related_works":["https://openalex.org/W4387942402","https://openalex.org/W3210518043","https://openalex.org/W2967938568","https://openalex.org/W3204700775","https://openalex.org/W4309545198","https://openalex.org/W7164337854","https://openalex.org/W1242470058","https://openalex.org/W3203533646","https://openalex.org/W7045692519","https://openalex.org/W7033411309"],"abstract_inverted_index":{"The":[0,31,39,54,68,112],"objective":[1],"of":[2,10,15,51,117,130,143,154,161,173],"the":[3,8,43,62,77,83,91,96,121,134,151,159,171],"study":[4,32],"is":[5],"to":[6],"improve":[7],"prediction":[9,136,172],"academic":[11,45,125,144,174],"desertion":[12],"by":[13],"means":[14],"a":[16,24,48,115,128,147,162],"web":[17,69,163],"application":[18,70,164],"based":[19,165],"on":[20,166],"neural":[21,167],"networks":[22,168],"in":[23,27,120,133,150],"private":[25],"university":[26],"Trujillo":[28],"during":[29],"2023":[30],"employed":[33],"and":[34,61,76,86,146],"applied":[35],"pure":[36],"experimental":[37],"design.":[38],"population":[40],"comprised":[41],"all":[42],"faculty's":[44],"processes,":[46],"with":[47,80],"sample":[49],"size":[50],"60":[52],"processes.":[53],"data":[55,126],"collection":[56],"technique":[57],"was":[58,64,71,102,107],"direct":[59],"observation,":[60],"instrument":[63],"an":[65],"observation":[66],"sheet.":[67],"developed":[72],"using":[73],"Python":[74],"3":[75],"Flask":[78],"framework,":[79],"MySQL":[81],"as":[82,90],"database":[84],"manager":[85],"Extreme":[87],"Programming":[88],"(XP)":[89],"software":[92],"development":[93],"methodology.":[94],"For":[95],"descriptive":[97],"analysis,":[98],"Microsoft":[99],"Excel":[100],"2019":[101],"used,":[103],"while":[104],"Jamovi":[105],"2.3.28":[106],"utilized":[108],"for":[109,124,138],"inferential":[110],"analysis.":[111],"results":[113],"showed":[114],"reduction":[116,129],"123":[118],"seconds":[119,132],"average":[122,135],"time":[123,137],"collection,":[127],"848":[131],"identifying":[139],"students":[140],"at":[141],"risk":[142],"dropout,":[145],"3%":[148],"increase":[149],"identification":[152],"rate":[153],"at-risk":[155],"students.":[156],"In":[157],"conclusion,":[158],"use":[160],"significantly":[169],"improves":[170],"dropout.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2024-08-30T00:00:00"}
