{"id":"https://openalex.org/W3187336104","doi":"https://doi.org/10.1109/icaicst53116.2021.9497847","title":"Machine Learning Approach to Predict SGPA and CGPA","display_name":"Machine Learning Approach to Predict SGPA and CGPA","publication_year":2021,"publication_date":"2021-06-29","ids":{"openalex":"https://openalex.org/W3187336104","doi":"https://doi.org/10.1109/icaicst53116.2021.9497847","mag":"3187336104"},"language":"en","primary_location":{"id":"doi:10.1109/icaicst53116.2021.9497847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaicst53116.2021.9497847","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST)","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/A5052043588","display_name":"Mohd. Saifuzzaman","orcid":"https://orcid.org/0000-0001-8443-9560"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Mohd. Saifuzzaman","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008607966","display_name":"Masuma Parvin","orcid":"https://orcid.org/0000-0002-4725-6455"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Masuma Parvin","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055075998","display_name":"Israt Jahan","orcid":"https://orcid.org/0000-0002-7370-4282"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Israt Jahan","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005797035","display_name":"Nazmun Nessa Moon","orcid":"https://orcid.org/0000-0001-6641-006X"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nazmun Nessa Moon","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070466431","display_name":"Fernaz Narin Nur","orcid":"https://orcid.org/0000-0003-3273-0553"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fernaz Narin Nur","raw_affiliation_strings":["Notre Dame University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Notre Dame University, Dhaka, Bangladesh","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038875455","display_name":"Syeda Farjana Shetu","orcid":"https://orcid.org/0000-0002-0691-5127"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Syeda Farjana Shetu","raw_affiliation_strings":["BJIT Limited, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"BJIT Limited, Dhaka, Bangladesh","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5052043588"],"corresponding_institution_ids":["https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":2.2922,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88551316,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"211","last_page":"216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9868999719619751,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9868999719619751,"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9577000141143799,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.9217000007629395,"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":0.7209963798522949},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5571795105934143},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5419735312461853},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5400662422180176},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.5100801587104797},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3977901339530945},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39215654134750366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36034727096557617},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.33383315801620483},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21401336789131165},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1900990605354309}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7209963798522949},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5571795105934143},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5419735312461853},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5400662422180176},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.5100801587104797},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3977901339530945},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39215654134750366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36034727096557617},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.33383315801620483},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21401336789131165},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1900990605354309},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaicst53116.2021.9497847","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaicst53116.2021.9497847","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Artificial Intelligence and Computer Science Technology (ICAICST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2056441366","https://openalex.org/W2549873392","https://openalex.org/W2616802468","https://openalex.org/W2786868449","https://openalex.org/W2904232389","https://openalex.org/W2966741169","https://openalex.org/W3037440646","https://openalex.org/W3094061662","https://openalex.org/W3094065215","https://openalex.org/W3094583488","https://openalex.org/W3101684836","https://openalex.org/W3134963971","https://openalex.org/W3155397358","https://openalex.org/W3205075513","https://openalex.org/W4234118233","https://openalex.org/W6748288107","https://openalex.org/W6791422614","https://openalex.org/W6802231867","https://openalex.org/W6816218761"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2475724061","https://openalex.org/W2773393136","https://openalex.org/W2174706483","https://openalex.org/W419536403","https://openalex.org/W2506280730","https://openalex.org/W2997121352","https://openalex.org/W2341492732","https://openalex.org/W2366328218","https://openalex.org/W2509366663"],"abstract_inverted_index":{"The":[0,141,158,175,184],"prediction":[1,166,193,235],"of":[2,17,48,101,115,212,230],"SGPA":[3,163,232],"and":[4,59,164],"CGPA":[5,165,234],"is":[6,188,196],"beneficial":[7],"to":[8,32,72,82,109,130,221],"university":[9],"students.":[10,174],"Students":[11,39,50],"will":[12,29,105,137,143,207],"easily":[13],"get":[14],"an":[15,210],"estimate":[16,211],"their":[18,131,139,213],"final":[19,214],"outcome":[20],"from":[21],"this":[22],"project.":[23,236],"As":[24,76,89,203],"a":[25,36,46,77,90,93,111,121,161,189,197,204,223],"result,":[26,78,91,205],"the":[27,41,116,154,171,180,228,231],"students":[28,118,206],"be":[30,107,208],"able":[31,81,108],"brace":[33],"themselves":[34],"for":[35],"successful":[37,112],"outcome.":[38],"pass":[40],"day":[42],"by":[43,226],"participating":[44],"in":[45,63,148],"variety":[47],"events.":[49],"use":[51],"social":[52],"media":[53],"sites":[54],"such":[55,66],"as":[56,67,168,170,201],"Facebook,":[57],"Instagram,":[58],"Twitter.":[60],"They":[61,217],"engage":[62],"various":[64],"hobbies":[65],"playing":[68],"mobile":[69],"games,":[70],"listening":[71],"music,":[73],"among":[74],"others.":[75],"they":[79,127],"were":[80],"move":[83],"several":[84],"times":[85],"with":[86],"these":[87],"tasks.":[88,133],"if":[92],"student":[94],"spends":[95],"so":[96],"much":[97],"time":[98],"doing":[99],"any":[100],"those":[102],"things,":[103],"she":[104],"not":[106],"achieve":[110],"grade":[113],"because":[114],"experiment;":[117],"can":[119,128,218],"develop":[120],"research":[122],"routine":[123,229],"or":[124],"guideline":[125],"that":[126],"apply":[129],"other":[132],"Additionally,":[134],"students'":[135],"behaviors":[136],"forecast":[138],"outcomes.":[140],"Authors":[142,159],"now":[144],"see":[145],"machine":[146,198],"learning":[147,199],"Python":[149],"being":[150],"used":[151],"all":[152],"over":[153],"place.":[155],"After":[156],"that,":[157],"created":[160],"smart":[162],"project,":[167],"well":[169],"results":[172],"on":[173],"findings":[176],"are":[177],"predicted":[178],"using":[179],"Nave":[181,185],"Byes":[182,186],"algorithm.":[183,194],"algorithm":[187,200],"simple":[190],"but":[191],"effective":[192],"It":[195],"well.":[202],"given":[209],"exam":[215],"scores.":[216],"prepare":[219],"them":[220],"make":[222],"good":[224],"result":[225],"following":[227],"&":[233]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
