{"id":"https://openalex.org/W4200056418","doi":"https://doi.org/10.1145/3494885.3494916","title":"Analysis of Machine Learning techniques for Predicting Student Success in an Educational Institution","display_name":"Analysis of Machine Learning techniques for Predicting Student Success in an Educational Institution","publication_year":2021,"publication_date":"2021-10-22","ids":{"openalex":"https://openalex.org/W4200056418","doi":"https://doi.org/10.1145/3494885.3494916"},"language":"en","primary_location":{"id":"doi:10.1145/3494885.3494916","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3494885.3494916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Computer Science and Software Engineering (CSSE 2021)","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/A5103150475","display_name":"P. Aruna","orcid":"https://orcid.org/0000-0001-6111-3760"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Aruna","raw_affiliation_strings":["Department of Software Systems, CIT, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Systems, CIT, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075553338","display_name":"N. Priya","orcid":"https://orcid.org/0000-0002-1302-9465"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N. Priya","raw_affiliation_strings":["Department of Software Systems, CIT, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Systems, CIT, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9586,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88647218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"168","last_page":"173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9991000294685364,"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":0.9991000294685364,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9832000136375427,"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":0.7443159818649292},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.6128406524658203},{"id":"https://openalex.org/keywords/institution","display_name":"Institution","score":0.5733476281166077},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5432769656181335},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5063925981521606},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational data mining","score":0.48615357279777527},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4687633216381073},{"id":"https://openalex.org/keywords/academic-institution","display_name":"Academic institution","score":0.4648745357990265},{"id":"https://openalex.org/keywords/educational-institution","display_name":"Educational institution","score":0.44028240442276},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.43801528215408325},{"id":"https://openalex.org/keywords/success-factors","display_name":"Success factors","score":0.4297841191291809},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4251059293746948},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17152336239814758},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1356663703918457},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.13511312007904053}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7443159818649292},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.6128406524658203},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.5733476281166077},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5432769656181335},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5063925981521606},{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.48615357279777527},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4687633216381073},{"id":"https://openalex.org/C2992478610","wikidata":"https://www.wikidata.org/wiki/Q4671277","display_name":"Academic institution","level":2,"score":0.4648745357990265},{"id":"https://openalex.org/C2781209966","wikidata":"https://www.wikidata.org/wiki/Q2385804","display_name":"Educational institution","level":2,"score":0.44028240442276},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.43801528215408325},{"id":"https://openalex.org/C2985625233","wikidata":"https://www.wikidata.org/wiki/Q7632539","display_name":"Success factors","level":2,"score":0.4297841191291809},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4251059293746948},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17152336239814758},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1356663703918457},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.13511312007904053},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C178550888","wikidata":"https://www.wikidata.org/wiki/Q2043282","display_name":"Business administration","level":1,"score":0.0},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3494885.3494916","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3494885.3494916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 4th International Conference on Computer Science and Software Engineering (CSSE 2021)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1874146120","https://openalex.org/W2558171996","https://openalex.org/W2569690883","https://openalex.org/W2753540178","https://openalex.org/W2775289212","https://openalex.org/W2790800762","https://openalex.org/W2966311710","https://openalex.org/W3014421158"],"related_works":["https://openalex.org/W1506114573","https://openalex.org/W2392706837","https://openalex.org/W2918390745","https://openalex.org/W2786338520","https://openalex.org/W3004533439","https://openalex.org/W2372226468","https://openalex.org/W2322029467","https://openalex.org/W4288054555","https://openalex.org/W3015984215","https://openalex.org/W4240012720"],"abstract_inverted_index":{"The":[0,53],"student":[1,18,45],"success":[2,64],"is":[3,20,28,59],"one":[4],"of":[5,13,21,55,81],"the":[6,11,14,31,56,62,73,85,89,95],"essential":[7],"components":[8],"to":[9,60,72],"assess":[10],"quality":[12],"educational":[15,74],"institutions.":[16,75],"Monitoring":[17],"performance":[19],"no":[22],"use":[23],"unless":[24],"or":[25],"otherwise":[26],"it":[27],"done":[29],"from":[30],"early":[32],"stage.":[33],"This":[34],"research":[35],"work":[36,78],"will":[37],"definitely":[38],"consider":[39],"two":[40],"factors":[41,82],"in":[42,99],"mind":[43],"about":[44,94],"success,":[46],"firstly,":[47],"Academic":[48],"success.":[49,52],"Secondly,":[50],"Placement":[51],"goal":[54],"proposed":[57],"system":[58],"predict":[61],"student's":[63],"using":[65],"machine":[66],"learning":[67],"techniques":[68,97],"and":[69,92],"give":[70],"feedback":[71],"In":[76],"this":[77],",":[79],"discussion":[80,93],"which":[83],"affect":[84],"prediction,":[86],"finding":[87],"out":[88],"data":[90],"sources":[91],"various":[96],"used":[98],"prediction":[100],"have":[101],"been":[102],"done.":[103]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
