{"id":"https://openalex.org/W4409427296","doi":"https://doi.org/10.1109/icisct64202.2024.10956817","title":"Analysis of Factors Affecting Student Performance Using Machine Learning Techniques","display_name":"Analysis of Factors Affecting Student Performance Using Machine Learning Techniques","publication_year":2024,"publication_date":"2024-11-07","ids":{"openalex":"https://openalex.org/W4409427296","doi":"https://doi.org/10.1109/icisct64202.2024.10956817"},"language":"en","primary_location":{"id":"doi:10.1109/icisct64202.2024.10956817","doi":"https://doi.org/10.1109/icisct64202.2024.10956817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icisct64202.2024.10956817","pdf_url":null,"source":{"id":"https://openalex.org/S4363607884","display_name":"International Conference on Information Science and Communications Technologies (ICISCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Information Science and Communications Technologies (ICISCT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5015152534","display_name":"Ibrohimbek Yusupov","orcid":"https://orcid.org/0000-0002-2166-6683","observed_orcids":["https://orcid.org/0000-0002-2166-6683"]},"institutions":[{"id":"https://openalex.org/I21256249","display_name":"Tashkent University of Information Technology","ror":"https://ror.org/05987a729","country_code":"UZ","type":"education","lineage":["https://openalex.org/I21256249"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Ibrohimbek Yusupov","raw_affiliation_strings":["Tashkent University of Information Technologies,Department of Artificial Intelligence,Tashkent,Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tashkent University of Information Technologies,Department of Artificial Intelligence,Tashkent,Uzbekistan","institution_ids":["https://openalex.org/I21256249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006088862","display_name":"Makhkamov Bakhtiyor Shukhratovich","orcid":"https://orcid.org/0009-0006-7551-8527","observed_orcids":["https://orcid.org/0009-0006-7551-8527"]},"institutions":[{"id":"https://openalex.org/I21256249","display_name":"Tashkent University of Information Technology","ror":"https://ror.org/05987a729","country_code":"UZ","type":"education","lineage":["https://openalex.org/I21256249"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Bakhtiyor Makhkamov","raw_affiliation_strings":["Tashkent University of Information Technologies,Department of Artificial Intelligence,Tashkent,Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tashkent University of Information Technologies,Department of Artificial Intelligence,Tashkent,Uzbekistan","institution_ids":["https://openalex.org/I21256249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001099141","display_name":"Khakimjon Zaynidinov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I21256249","display_name":"Tashkent University of Information Technology","ror":"https://ror.org/05987a729","country_code":"UZ","type":"education","lineage":["https://openalex.org/I21256249"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Khakimjon Zaynidinov","raw_affiliation_strings":["Tashkent University of Information Technologies,Department of Artificial Intelligence,Tashkent,Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tashkent University of Information Technologies,Department of Artificial Intelligence,Tashkent,Uzbekistan","institution_ids":["https://openalex.org/I21256249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072402345","display_name":"Danish Ather","orcid":"https://orcid.org/0000-0003-1596-5553","observed_orcids":["https://orcid.org/0000-0003-1596-5553"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Danish Ather","raw_affiliation_strings":["Amity University in Tashkent,Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amity University in Tashkent,Uzbekistan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004622941","display_name":"Sonal Pathak","orcid":"https://orcid.org/0000-0003-4435-1614","observed_orcids":["https://orcid.org/0000-0003-4435-1614"]},"institutions":[{"id":"https://openalex.org/I55016150","display_name":"Manav Rachna International Institute of Research and Studies","ror":"https://ror.org/02kf4r633","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405253735","https://openalex.org/I55016150"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sonal Pathak","raw_affiliation_strings":["School of Computer Applications, Manav Rachna International Institute of Research and Studies (MRIIRS),Faridabad,Haryana,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Applications, Manav Rachna International Institute of Research and Studies (MRIIRS),Faridabad,Haryana,India","institution_ids":["https://openalex.org/I55016150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035523597","display_name":"Kuchkorov Temurbek Ataxonovich","orcid":"https://orcid.org/0000-0003-4041-1843","observed_orcids":["https://orcid.org/0000-0003-4041-1843"]},"institutions":[{"id":"https://openalex.org/I21256249","display_name":"Tashkent University of Information Technology","ror":"https://ror.org/05987a729","country_code":"UZ","type":"education","lineage":["https://openalex.org/I21256249"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Temurbek Kuchkorov","raw_affiliation_strings":["Tashkent University of Information Technologies,Department of Artificial Intelligence,Tashkent,Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tashkent University of Information Technologies,Department of Artificial Intelligence,Tashkent,Uzbekistan","institution_ids":["https://openalex.org/I21256249"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"379","last_page":"383"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9994999766349792,"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":0.9994999766349792,"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/T13929","display_name":"Educational Outcomes and Influences","score":0.00039999998989515007,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":9.999999747378752e-05,"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/student-performance","display_name":"student performance","score":0.8489999771118164},{"id":"https://openalex.org/keywords/academic-performance-factors","display_name":"academic performance factors","score":0.6710000038146973},{"id":"https://openalex.org/keywords/study-habits","display_name":"study habits","score":0.7730000019073486},{"id":"https://openalex.org/keywords/attendance","display_name":"attendance","score":0.7160000205039978},{"id":"https://openalex.org/keywords/parental-involvement","display_name":"parental involvement","score":1.0},{"id":"https://openalex.org/keywords/study-time","display_name":"study time","score":0.9739999771118164},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.781000018119812},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"logistic regression","score":0.8989999890327454},{"id":"https://openalex.org/keywords/grade-prediction","display_name":"grade prediction","score":0.4059999883174896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6927791833877563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41308820247650146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4029295742511749}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icisct64202.2024.10956817","doi":"https://doi.org/10.1109/icisct64202.2024.10956817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icisct64202.2024.10956817","pdf_url":null,"source":{"id":"https://openalex.org/S4363607884","display_name":"International Conference on Information Science and Communications Technologies (ICISCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Information Science and Communications Technologies (ICISCT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7567999958992004,"display_name":"Quality education"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4396844653","https://openalex.org/W4389094945","https://openalex.org/W4313892815","https://openalex.org/W7202087210","https://openalex.org/W4385688908","https://openalex.org/W4312624201","https://openalex.org/W4413978318","https://openalex.org/W4328110100","https://openalex.org/W2978115878","https://openalex.org/W4224234451"],"abstract_inverted_index":{"This":[0],"paper":[1],"makes":[2],"a":[3,19],"comparative":[4],"analysis":[5],"of":[6,15,21],"several":[7],"factors":[8],"that":[9,25],"are":[10,42],"likely":[11],"to":[12],"influence":[13,61],"performance":[14],"students":[16],"based":[17],"on":[18,62],"set":[20],"data":[22],"collection":[23],"parameters":[24],"include":[26],"study":[27,53],"habits,":[28],"attendance,":[29],"parental":[30],"involvement":[31],"among":[32],"others.":[33],"In":[34],"this":[35],"analysis,":[36],"decision":[37],"trees":[38],"and":[39,52],"logistic":[40],"regression":[41],"employed":[43],"for":[44],"estimating":[45],"final":[46],"examination":[47],"grades.":[48],"Parental":[49],"involvement,":[50],"attendance":[51],"hours":[54],"were":[55],"identified":[56],"as":[57],"having":[58],"the":[59],"greatest":[60],"performance.":[63]},"counts_by_year":[],"updated_date":"2026-10-17T09:40:24.721904","created_date":"2025-04-15T00:00:00"}
