{"id":"https://openalex.org/W2183963225","doi":"https://doi.org/10.1109/fie.2015.7344047","title":"Formulation of a predictive model for academic performance based on students' academic and demographic data","display_name":"Formulation of a predictive model for academic performance based on students' academic and demographic data","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2183963225","doi":"https://doi.org/10.1109/fie.2015.7344047","mag":"2183963225"},"language":"en","primary_location":{"id":"doi:10.1109/fie.2015.7344047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2015.7344047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Frontiers in Education Conference (FIE)","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/A5028219633","display_name":"Sandra Milena Merch\u00e1n-Rubiano","orcid":"https://orcid.org/0000-0003-3142-1417"},"institutions":[{"id":"https://openalex.org/I2910502291","display_name":"Bosque School","ror":"https://ror.org/03ycz8v76","country_code":"US","type":"education","lineage":["https://openalex.org/I2910502291"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sandra Milena Merchan Rubiano","raw_affiliation_strings":["Systems Engineering Program, Universidad El Bosque, Bogota, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Engineering Program, Universidad El Bosque, Bogota, CO","institution_ids":["https://openalex.org/I2910502291"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jorge Alberto Duarte Garcia","orcid":null},"institutions":[{"id":"https://openalex.org/I2910502291","display_name":"Bosque School","ror":"https://ror.org/03ycz8v76","country_code":"US","type":"education","lineage":["https://openalex.org/I2910502291"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jorge Alberto Duarte Garcia","raw_affiliation_strings":["Systems Engineering Program, Universidad El Bosque, Bogota, CO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Systems Engineering Program, Universidad El Bosque, Bogota, CO","institution_ids":["https://openalex.org/I2910502291"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2910502291"],"apc_list":null,"apc_paid":null,"fwci":5.1201,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.95236083,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9825999736785889,"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"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.970300018787384,"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/computer-science","display_name":"Computer science","score":0.5509332418441772},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3598572015762329},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3430332541465759},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.27345389127731323}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5509332418441772},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3598572015762329},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3430332541465759},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.27345389127731323}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fie.2015.7344047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2015.7344047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio.unbosque.edu.co:20.500.12495/5072","is_oa":false,"landing_page_url":"https://hdl.handle.net/20.500.12495/5072","pdf_url":null,"source":{"id":"https://openalex.org/S7407055409","display_name":"Repositorio Institucional Universidad El Bosque","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"No poverty","id":"https://metadata.un.org/sdg/1","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W120414736","https://openalex.org/W1551606531","https://openalex.org/W1570448133","https://openalex.org/W1965620485","https://openalex.org/W2006205495","https://openalex.org/W2041503926","https://openalex.org/W2060714504","https://openalex.org/W2071573779","https://openalex.org/W2092220302","https://openalex.org/W2095132818","https://openalex.org/W2100525561","https://openalex.org/W2138253457","https://openalex.org/W2170266397","https://openalex.org/W2294833101","https://openalex.org/W2314645046","https://openalex.org/W2991789205","https://openalex.org/W4253578872","https://openalex.org/W4293460716","https://openalex.org/W6604958774","https://openalex.org/W6634094483","https://openalex.org/W6680434586"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"This":[0],"work":[1],"is":[2,55,136],"based":[3],"upon":[4],"the":[5,20,46,67,73,92,105,108,154],"results":[6],"of":[7,44,48,76,101,107,153],"an":[8],"evaluation":[9],"process":[10],"applied":[11],"over":[12,158],"data":[13,34],"mining":[14],"techniques,":[15],"in":[16,35,84,138],"order":[17,139],"to":[18,24,119,130,140,144],"find":[19],"most":[21,155],"adequate":[22],"ones":[23],"extract":[25],"classification":[26,68],"rules":[27,69,88,115],"from":[28,96,132],"first-year":[29],"students'":[30],"academic":[31,39,53,74,99,122,125,134,146,150],"and":[32,65,116],"demographic":[33],"relation":[36],"with":[37],"their":[38,117,128],"performance.":[40],"As":[41],"a":[42,49,97],"result":[43],"this,":[45],"formulation":[47],"predictive":[50],"model":[51,57,93],"for":[52],"performance":[54,75,123,151],"presented;":[56],"whose":[58],"construction":[59],"was":[60],"achieved":[61],"by":[62],"analyzing,":[63],"selecting":[64],"defining":[66],"that":[70,89],"properly":[71],"predict":[72,120],"Systems":[77],"Engineering":[78],"students,":[79],"at":[80],"Universidad":[81],"El":[82],"Bosque":[83],"Bogot\u00e1,":[85],"Colombia.":[86],"Classification":[87],"make":[90],"up":[91],"are":[94],"analyzed":[95],"contextualized":[98],"point":[100],"view;":[102],"consequently":[103],"evaluating":[104],"pertinence":[106],"relationships":[109],"between":[110],"attributes":[111],"contained":[112],"within":[113],"these":[114],"ability":[118],"poor":[121,149],"(through":[124],"risk).":[126],"Also":[127],"applicability":[129],"datasets":[131],"other":[133],"programs":[135],"contemplated,":[137],"generate":[141],"useful":[142],"strategies":[143],"prevent":[145],"desertion,":[147],"being":[148],"one":[152],"influencing":[156],"factors":[157],"this":[159],"phenomenon.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2016-06-24T00:00:00"}
