{"id":"https://openalex.org/W4400114193","doi":"https://doi.org/10.1109/mipro60963.2024.10569671","title":"Analysis of Predictors as a Basis for the Development of an Information System for Predicting Failure in Stem Courses","display_name":"Analysis of Predictors as a Basis for the Development of an Information System for Predicting Failure in Stem Courses","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4400114193","doi":"https://doi.org/10.1109/mipro60963.2024.10569671"},"language":"en","primary_location":{"id":"doi:10.1109/mipro60963.2024.10569671","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mipro60963.2024.10569671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","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/A5022698701","display_name":"Vanja \u010coti\u0107 Poturi\u0107","orcid":"https://orcid.org/0009-0007-8585-007X"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Vanja \u010cotic Poturi\u0107","raw_affiliation_strings":["Faculty of Informatics and Digital Technologies,Rijeka,Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Digital Technologies,Rijeka,Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010749960","display_name":"Ivan Dra\u017ei\u0107","orcid":"https://orcid.org/0000-0002-1463-996X"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ivan Dra\u017ei\u0107","raw_affiliation_strings":["Faculty of Engineering,Rijeka,Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering,Rijeka,Croatia","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036236635","display_name":"Sanja \u010candrli\u0107","orcid":"https://orcid.org/0000-0003-1272-093X"},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Sanja \u010candrli\u0107","raw_affiliation_strings":["Faculty of Informatics and Digital Technologies,Rijeka,Croatia"],"affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Digital Technologies,Rijeka,Croatia","institution_ids":["https://openalex.org/I154347574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022698701"],"corresponding_institution_ids":["https://openalex.org/I154347574"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0900822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2069","last_page":"2073"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9925000071525574,"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":0.9925000071525574,"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/T14246","display_name":"E-Learning and Knowledge Management","score":0.9204000234603882,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9107000231742859,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.525036096572876},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.5183125734329224},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3246835470199585},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22270971536636353},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13098064064979553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.525036096572876},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.5183125734329224},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3246835470199585},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22270971536636353},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13098064064979553},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mipro60963.2024.10569671","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mipro60963.2024.10569671","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W3032942187","https://openalex.org/W3177837174"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"As":[0],"part":[1],"of":[2,25,38,60,62,80,91,97,100,114,122,132],"a":[3,120],"doctoral":[4],"thesis,":[5],"an":[6],"information":[7,27,83,134],"system":[8,28,135],"is":[9,117],"to":[10,13,31,45,69,118],"be":[11,30,75],"developed":[12],"support":[14],"the":[15,26,33,36,41,51,58,78,81,88,95,127,130,133],"education":[16],"system,":[17],"particularly":[18],"for":[19,129],"STEM":[20],"subjects.":[21],"The":[22,85,111],"basic":[23,89],"functionality":[24],"would":[29],"inform":[32],"student":[34],"about":[35],"risk":[37,48],"failure":[39],"and":[40,103,108],"individualized":[42],"optimal":[43],"strategy":[44],"reduce":[46],"this":[47,115],"based":[49],"on":[50],"available":[52],"educational":[53],"data.":[54],"This":[55],"article":[56,86],"describes":[57],"analysis":[59],"correlation":[61,106],"predictors,":[63],"i.e.":[64],"independent":[65],"variables,":[66],"in":[67,77,94],"order":[68],"identify":[70],"important":[71],"predictors":[72],"that":[73,125],"can":[74],"used":[76],"design":[79],"described":[82],"system.":[84],"uses":[87],"methods":[90],"descriptive":[92],"statistics":[93],"form":[96,126],"calculating":[98],"indicators":[99],"central":[101],"tendency":[102],"dispersion,":[104],"Spearman\u2019s":[105],"coefficients":[107],"Kruskal-Wallis":[109],"test.":[110],"main":[112],"objective":[113],"study":[116],"create":[119],"set":[121],"relevant":[123],"variables":[124],"basis":[128],"construction":[131],"described.":[136]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}