{"id":"https://openalex.org/W4402897012","doi":"https://doi.org/10.1109/sera61261.2024.10685621","title":"A Machine Learning Based Automated Model for Managing Student Dropout","display_name":"A Machine Learning Based Automated Model for Managing Student Dropout","publication_year":2024,"publication_date":"2024-05-30","ids":{"openalex":"https://openalex.org/W4402897012","doi":"https://doi.org/10.1109/sera61261.2024.10685621"},"language":"en","primary_location":{"id":"doi:10.1109/sera61261.2024.10685621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera61261.2024.10685621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/ACIS 22nd International Conference on Software Engineering Research, Management and Applications (SERA)","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/A5077727233","display_name":"Partha Ghosh","orcid":"https://orcid.org/0000-0003-2843-2668"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Partha Ghosh","raw_affiliation_strings":["Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India"],"affiliations":[{"raw_affiliation_string":"Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107533495","display_name":"Arnab Charit","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arnab Charit","raw_affiliation_strings":["Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India"],"affiliations":[{"raw_affiliation_string":"Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111619075","display_name":"H. Banerjee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hindol Banerjee","raw_affiliation_strings":["Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India"],"affiliations":[{"raw_affiliation_string":"Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107583791","display_name":"Debanwesa Bandhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Debanwesa Bandhu","raw_affiliation_strings":["Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India"],"affiliations":[{"raw_affiliation_string":"Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108991942","display_name":"Agniv Ghosh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Agniv Ghosh","raw_affiliation_strings":["Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India"],"affiliations":[{"raw_affiliation_string":"Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108444300","display_name":"Ankita Pal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ankita Pal","raw_affiliation_strings":["Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India"],"affiliations":[{"raw_affiliation_string":"Academy of Technology,Department of Computer Science and Engineering,Adisaptagram,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110227863","display_name":"Takaaki Goto","orcid":"https://orcid.org/0009-0000-1450-235X"},"institutions":[{"id":"https://openalex.org/I158123994","display_name":"Toyo University","ror":"https://ror.org/059d6yn51","country_code":"JP","type":"education","lineage":["https://openalex.org/I158123994"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takaaki Goto","raw_affiliation_strings":["Toyo University,Faculty of Information Sciences and Arts,Saitama,Japan"],"affiliations":[{"raw_affiliation_string":"Toyo University,Faculty of Information Sciences and Arts,Saitama,Japan","institution_ids":["https://openalex.org/I158123994"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080702284","display_name":"Soumya Sen","orcid":"https://orcid.org/0000-0002-9178-6410"},"institutions":[{"id":"https://openalex.org/I106542073","display_name":"University of Calcutta","ror":"https://ror.org/01e7v7w47","country_code":"IN","type":"education","lineage":["https://openalex.org/I106542073"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Soumya Sen","raw_affiliation_strings":["A.K.Choudhury School of Information Technology, University of Calcutta,Kolkata,India"],"affiliations":[{"raw_affiliation_string":"A.K.Choudhury School of Information Technology, University of Calcutta,Kolkata,India","institution_ids":["https://openalex.org/I106542073"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5077727233"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4289,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73150891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9675999879837036,"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":0.9675999879837036,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9383000135421753,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.8182369470596313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7256357073783875},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4823719561100006},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47320765256881714}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.8182369470596313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7256357073783875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4823719561100006},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47320765256881714}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sera61261.2024.10685621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sera61261.2024.10685621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/ACIS 22nd International Conference on Software Engineering Research, Management and Applications (SERA)","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":15,"referenced_works":["https://openalex.org/W2298627491","https://openalex.org/W2600335951","https://openalex.org/W2895177725","https://openalex.org/W2937710465","https://openalex.org/W3000435655","https://openalex.org/W3095108445","https://openalex.org/W3114325404","https://openalex.org/W3118935356","https://openalex.org/W3173752890","https://openalex.org/W3209024345","https://openalex.org/W4285185943","https://openalex.org/W4301600122","https://openalex.org/W4307948039","https://openalex.org/W4316928740","https://openalex.org/W4379383698"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Addressing":[0,55],"the":[1,97,113,118,141],"persistent":[2],"challenge":[3],"of":[4,17,53,100,112,135,143],"student":[5,33,101],"dropout,":[6],"particularly":[7],"prevalent":[8],"in":[9,103],"developing":[10],"countries":[11],"like":[12],"India,":[13],"Bangladesh,":[14],"etc.":[15],"are":[16],"paramount":[18],"importance.":[19],"Factors":[20],"such":[21],"as":[22],"poverty,":[23],"natural":[24],"calamities,":[25],"and":[26,49,65,71],"early":[27],"marriages":[28],"exacerbate":[29],"this":[30,136],"issue.":[31],"High":[32],"dropout":[34,56],"rates":[35],"can":[36],"negatively":[37],"impact":[38],"a":[39,51,63,88],"country":[40],"by":[41],"diminishing":[42],"its":[43],"economic":[44],"productivity,":[45],"increasing":[46],"social":[47],"inequalities,":[48],"perpetuating":[50],"cycle":[52],"poverty.":[54],"issues":[57],"requires":[58],"comprehensive":[59,79],"strategies":[60],"to":[61,95,120,123,128],"ensure":[62],"skilled":[64],"educated":[66],"workforce,":[67],"fostering":[68],"societal":[69],"well-being":[70],"global":[72],"competitiveness.":[73],"This":[74],"research":[75],"focuses":[76],"on":[77,81],"analysing":[78],"data":[80],"students":[82],"who":[83],"have":[84],"dropped":[85],"out.":[86],"Thereafter,":[87],"machine":[89],"learning":[90],"based":[91],"methodology":[92],"is":[93,138],"used":[94],"discern":[96],"underlying":[98],"causes":[99],"attrition":[102],"various":[104],"schools.":[105],"Furthermore,":[106],"it":[107],"allows":[108],"for":[109],"efficient":[110],"monitoring":[111],"state's":[114],"educational":[115],"landscape,":[116],"with":[117],"ability":[119],"drill":[121],"down":[122],"granular":[124],"levels":[125],"when":[126],"necessary":[127],"identify":[129],"specific":[130],"regional":[131],"challenges.":[132],"The":[133],"effectiveness":[134],"approach":[137],"validated":[139],"through":[140],"utilization":[142],"real-world":[144],"datasets.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
