{"id":"https://openalex.org/W4405491356","doi":"https://doi.org/10.1109/icacit62963.2024.10788618","title":"Prediction of Labor Insertion in Graduates Based on the Pre-Professional Internship Process Through a Supervised Machine Learning Model","display_name":"Prediction of Labor Insertion in Graduates Based on the Pre-Professional Internship Process Through a Supervised Machine Learning Model","publication_year":2024,"publication_date":"2024-10-03","ids":{"openalex":"https://openalex.org/W4405491356","doi":"https://doi.org/10.1109/icacit62963.2024.10788618"},"language":"en","primary_location":{"id":"doi:10.1109/icacit62963.2024.10788618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacit62963.2024.10788618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Symposium on Accreditation of Engineering and Computing Education (ICACIT)","raw_type":"proceedings-article"},"type":"article","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/A5018944522","display_name":"Maglioni Arana","orcid":"https://orcid.org/0000-0001-6504-1901"},"institutions":[{"id":"https://openalex.org/I4210165210","display_name":"Universidad Continental","ror":"https://ror.org/05rcf8d17","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210165210"]},{"id":"https://openalex.org/I65285256","display_name":"Pontifical Catholic University of Peru","ror":"https://ror.org/00013q465","country_code":"PE","type":"education","lineage":["https://openalex.org/I65285256"]}],"countries":["PE"],"is_corresponding":true,"raw_author_name":"Maglioni Arana","raw_affiliation_strings":["Universidad Continental,Ingenier&#x00ED;a de Sistemas e Inform&#x00E1;tica, Facultad de Ingenier&#x00ED;a,Huancayo,Per&#x00FA;","Universidad Pontificia Cat&#x00F3;lica del Per&#x00FA;,Lima,Per&#x00FA;"],"affiliations":[{"raw_affiliation_string":"Universidad Continental,Ingenier&#x00ED;a de Sistemas e Inform&#x00E1;tica, Facultad de Ingenier&#x00ED;a,Huancayo,Per&#x00FA;","institution_ids":["https://openalex.org/I4210165210"]},{"raw_affiliation_string":"Universidad Pontificia Cat&#x00F3;lica del Per&#x00FA;,Lima,Per&#x00FA;","institution_ids":["https://openalex.org/I65285256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003619584","display_name":"Maria Camborda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165210","display_name":"Universidad Continental","ror":"https://ror.org/05rcf8d17","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210165210"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Maria Camborda","raw_affiliation_strings":["Universidad Continental,Ingenier&#x00ED;a de Sistemas e Inform&#x00E1;tica, Facultad de Ingenier&#x00ED;a,Huancayo,Per&#x00FA;"],"affiliations":[{"raw_affiliation_string":"Universidad Continental,Ingenier&#x00ED;a de Sistemas e Inform&#x00E1;tica, Facultad de Ingenier&#x00ED;a,Huancayo,Per&#x00FA;","institution_ids":["https://openalex.org/I4210165210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004765777","display_name":"S. Lozano Calderon","orcid":null},"institutions":[{"id":"https://openalex.org/I2999863399","display_name":"Los Andes Peruvian University","ror":"https://ror.org/009kktb11","country_code":"PE","type":"education","lineage":["https://openalex.org/I2999863399"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Severo Calderon","raw_affiliation_strings":["Universidad Peruana Los Andes,Ingenier&#x00ED;a de Sistemas y Computaci&#x00F3;n, Facultad de Ingenier&#x00ED;a,Huancayo,Per&#x00FA;"],"affiliations":[{"raw_affiliation_string":"Universidad Peruana Los Andes,Ingenier&#x00ED;a de Sistemas y Computaci&#x00F3;n, Facultad de Ingenier&#x00ED;a,Huancayo,Per&#x00FA;","institution_ids":["https://openalex.org/I2999863399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109828973","display_name":"Fidel Castro","orcid":null},"institutions":[{"id":"https://openalex.org/I2999863399","display_name":"Los Andes Peruvian University","ror":"https://ror.org/009kktb11","country_code":"PE","type":"education","lineage":["https://openalex.org/I2999863399"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Fidel Castro","raw_affiliation_strings":["Universidad Peruana Los Andes,Ingenier&#x00ED;a de Sistemas y Computaci&#x00F3;n, Facultad de Ingenier&#x00ED;a,Huancayo,Per&#x00FA;"],"affiliations":[{"raw_affiliation_string":"Universidad Peruana Los Andes,Ingenier&#x00ED;a de Sistemas y Computaci&#x00F3;n, Facultad de Ingenier&#x00ED;a,Huancayo,Per&#x00FA;","institution_ids":["https://openalex.org/I2999863399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018454363","display_name":"Maribel Arana","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165210","display_name":"Universidad Continental","ror":"https://ror.org/05rcf8d17","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210165210"]},{"id":"https://openalex.org/I65285256","display_name":"Pontifical Catholic University of Peru","ror":"https://ror.org/00013q465","country_code":"PE","type":"education","lineage":["https://openalex.org/I65285256"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Maribel Arana","raw_affiliation_strings":["Universidad Continental,Ingenier&#x00ED;a de Sistemas e Inform&#x00E1;tica, Facultad de Ingenier&#x00ED;a,Huancayo,Per&#x00FA;","Universidad Pontificia Cat&#x00F3;lica del Per&#x00FA;,Lima,Per&#x00FA;"],"affiliations":[{"raw_affiliation_string":"Universidad Continental,Ingenier&#x00ED;a de Sistemas e Inform&#x00E1;tica, Facultad de Ingenier&#x00ED;a,Huancayo,Per&#x00FA;","institution_ids":["https://openalex.org/I4210165210"]},{"raw_affiliation_string":"Universidad Pontificia Cat&#x00F3;lica del Per&#x00FA;,Lima,Per&#x00FA;","institution_ids":["https://openalex.org/I65285256"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093876852","display_name":"Bryan Huaricapcha","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095581","display_name":"Universidad Nacional del Centro del Per\u00fa","ror":"https://ror.org/008d6q968","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210095581"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Bryan Huaricapcha","raw_affiliation_strings":["Universidad Nacional del Centro del Per&#x00FA;,Facultad de Ingenier&#x00ED;a de Sistemas,Huancayo,Per&#x00FA;"],"affiliations":[{"raw_affiliation_string":"Universidad Nacional del Centro del Per&#x00FA;,Facultad de Ingenier&#x00ED;a de Sistemas,Huancayo,Per&#x00FA;","institution_ids":["https://openalex.org/I4210095581"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018944522"],"corresponding_institution_ids":["https://openalex.org/I4210165210","https://openalex.org/I65285256"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32390244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.4677000045776367,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.4677000045776367,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/internship","display_name":"Internship","score":0.8853442668914795},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6424990892410278},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5687393546104431},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5526689291000366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4947940707206726},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3375384509563446},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.29158055782318115},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2294849455356598},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10776218771934509},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08867049217224121}],"concepts":[{"id":"https://openalex.org/C540751848","wikidata":"https://www.wikidata.org/wiki/Q6500754","display_name":"Internship","level":2,"score":0.8853442668914795},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6424990892410278},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5687393546104431},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5526689291000366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4947940707206726},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3375384509563446},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.29158055782318115},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2294849455356598},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10776218771934509},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08867049217224121}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacit62963.2024.10788618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacit62963.2024.10788618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Symposium on Accreditation of Engineering and Computing Education (ICACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W4225729793","https://openalex.org/W4297540251","https://openalex.org/W4313492758","https://openalex.org/W4320802004","https://openalex.org/W4391594817","https://openalex.org/W4391594818","https://openalex.org/W4403581055"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2383484397","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694"],"abstract_inverted_index":{"This":[0],"research":[1,53],"sought":[2],"to":[3,12,35,92,101,117],"implement":[4],"a":[5,15,62,134,161],"predictive":[6,109,162],"model":[7,110,163],"using":[8],"machine":[9,166],"learning":[10],"algorithms":[11],"determine":[13],"if":[14],"student":[16],"graduated":[17],"from":[18,99],"the":[19,25,37,48,58,72,78,84,88,94,102,108,120,127,144,151,157],"Faculty":[20],"of":[21,24,28,39,61,65,87,114,122,129,154,156],"Systems":[22],"Engineering":[23],"National":[26],"University":[27],"Central":[29],"Peru":[30],"(hereinafter":[31],"FIS-UNCP)":[32],"is":[33],"able":[34],"enter":[36],"world":[38],"work":[40],"taking":[41,124],"into":[42,82,125],"account":[43,83,126],"employers":[44],"and":[45,68,138],"competences":[46],"during":[47],"pre-professional":[49],"internship":[50,97,147],"process.":[51],"The":[52,104],"was":[54,74],"carried":[55],"out":[56],"following":[57],"scientific-systemic":[59],"method,":[60],"quantitative":[63],"approach,":[64],"applied":[66],"type":[67],"explanatory-predictive":[69],"level,":[70],"where":[71],"design":[73],"nonexperimental":[75],"longitudinal":[76],"trend,":[77],"chosen":[79],"population":[80],"took":[81],"355":[85],"students":[86],"FIS-UNCP":[89],"which":[90],"managed":[91],"complete":[93],"pre":[95,130,145],"professional":[96,131,146],"process":[98,128,148],"2023-I":[100],"present.":[103],"results":[105],"showed":[106],"that":[107,143],"had":[111],"an":[112],"assertiveness":[113],"92.96%":[115],"allowing":[116],"efficiently":[118],"predict":[119],"employment":[121,152],"graduates":[123,155],"practices,":[132],"with":[133],"T-value":[135],"=":[136,140],"22.909":[137],"P-value":[139],"0.000,":[141],"evidencing":[142],"significantly":[149],"influences":[150],"insertion":[153],"FIS":[158],"UNCP":[159],"through":[160],"supervised":[164],"in":[165],"learning.":[167]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
