{"id":"https://openalex.org/W4312272989","doi":"https://doi.org/10.1109/icccnt54827.2022.9984296","title":"Machine Learning Classifiers for Predicting Influence of Digital Technology on Academic Performance of University Students","display_name":"Machine Learning Classifiers for Predicting Influence of Digital Technology on Academic Performance of University Students","publication_year":2022,"publication_date":"2022-10-03","ids":{"openalex":"https://openalex.org/W4312272989","doi":"https://doi.org/10.1109/icccnt54827.2022.9984296"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt54827.2022.9984296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984296","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5089422566","display_name":"Md. Shamim Parvej","orcid":null},"institutions":[{"id":"https://openalex.org/I132877587","display_name":"Gopalganj Science and Technology University","ror":"https://ror.org/011xjpe74","country_code":"BD","type":"education","lineage":["https://openalex.org/I132877587"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Shamim Parvej","raw_affiliation_strings":["Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj,Gopalganj,Bangladesh,8100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj,Gopalganj,Bangladesh,8100","institution_ids":["https://openalex.org/I132877587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005353894","display_name":"Md. Abul Ala Walid","orcid":"https://orcid.org/0000-0001-6001-8374"},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Abul Ala Walid","raw_affiliation_strings":["Khulna University of Engineering &amp; Technology,Khulna,Bangladesh,9203"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khulna University of Engineering &amp; Technology,Khulna,Bangladesh,9203","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033947546","display_name":"Ferdib-Al Islam","orcid":null},"institutions":[{"id":"https://openalex.org/I1307585291","display_name":"Khulna University of Engineering and Technology","ror":"https://ror.org/04y58d606","country_code":"BD","type":"education","lineage":["https://openalex.org/I1307585291"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Ferdib-Al-Islam","raw_affiliation_strings":["Northern University of Business and Technology Khulna,Khulna,Bangladesh,9100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern University of Business and Technology Khulna,Khulna,Bangladesh,9100","institution_ids":["https://openalex.org/I1307585291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078951207","display_name":"Arjan Ghosh","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Arjan Ghosh","raw_affiliation_strings":["Brac University,Dhaka,Bangladesh,1212"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brac University,Dhaka,Bangladesh,1212","institution_ids":["https://openalex.org/I5518804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4778,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60570988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.993399977684021,"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":0.993399977684021,"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/T14182","display_name":"Technology-Enhanced Education Studies","score":0.9125999808311462,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7140858769416809},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5448532104492188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48676466941833496}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7140858769416809},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5448532104492188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48676466941833496}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt54827.2022.9984296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984296","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2044946820","https://openalex.org/W2188705135","https://openalex.org/W2560974181","https://openalex.org/W2682563033","https://openalex.org/W2944350665","https://openalex.org/W2972463272","https://openalex.org/W3000554518","https://openalex.org/W3127068712","https://openalex.org/W3169552150","https://openalex.org/W3192859921","https://openalex.org/W3212517523","https://openalex.org/W4231819166","https://openalex.org/W4293455537","https://openalex.org/W6739414189","https://openalex.org/W6772891587"],"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":{"Students":[0],"currently":[1],"participate":[2],"in":[3,22,58,148,162,174],"various":[4],"online":[5,109,136],"communities":[6],"to":[7,71,80,83,155],"be":[8,29,79,97],"highly":[9],"obtainable":[10],"of":[11,56,106,242],"Digital":[12],"Technologies.":[13],"However,":[14,90],"Information":[15],"and":[16,25,36,53,86,112,119,140,166,197,204,226],"Communication":[17],"Technology":[18],"(ICT)":[19],"is":[20,41],"vital":[21],"our":[23,59],"lives,":[24],"it":[26,32,62,95],"should":[27,78,125],"not":[28],"forgotten":[30],"that":[31,99],"has":[33],"both":[34],"beneficial":[35],"harmful":[37],"consequences.":[38],"ICT\u2019s":[39],"impact":[40],"undeniably":[42],"growing.":[43],"When":[44],"we":[45,92,124],"consider":[46],"how":[47,65,157,167],"often":[48],"students":[49,101,133,159],"use":[50,160],"phones,":[51],"laptops,":[52],"other":[54,87,114],"types":[55],"technology":[57,73],"immediate":[60],"areas,":[61],"becomes":[63],"evident":[64],"much":[66,158,168],"they":[67,144,170],"are":[68],"being":[69],"enslaved":[70],"the":[72,175,188,212,229,240,243],"web.":[74],"Students\u2019":[75],"primary":[76],"duty":[77],"pay":[81],"attention":[82],"their":[84,149,163],"studies":[85],"academic":[88,164],"activities.":[89,115],"if":[91],"look":[93],"closer,":[94],"may":[96],"seen":[98],"many":[100],"spend":[102],"a":[103,122,142],"significant":[104],"amount":[105],"time":[107,135],"playing":[108],"games,":[110],"freelancing,":[111],"doing":[113],"Freelancing":[116],"isn\u2019t":[117],"awful,":[118],"however,":[120],"as":[121,141,187,222],"student,":[123],"prioritize":[126],"studying":[127],"over":[128],"freelancing":[129],"at":[130],"first.":[131],"Many":[132],"waste":[134],"for":[137,201],"non-academic":[138],"reasons,":[139],"result,":[143],"receive":[145],"poor":[146],"grades":[147],"exams.":[150],"So,":[151],"this":[152],"paper":[153],"attempts":[154],"demonstrate":[156],"ICT":[161],"sphere":[165],"performance":[169,214],"achieve":[171],"using":[172],"technologies":[173],"educational":[176],"arena.":[177],"This":[178],"study":[179,230],"uses":[180],"supervised":[181],"machine":[182,207],"learning":[183,208],"classification":[184,236],"techniques":[185],"such":[186],"Support":[189],"Vector":[190],"Machine":[191],"(SVM),":[192],"Decision":[193],"Tree,":[194],"Random":[195,244],"Forest,":[196],"K-Nearest":[198],"Neighbor":[199],"(KNN)":[200],"model":[202],"training":[203],"testing.":[205],"Our":[206],"system":[209],"can":[210],"evaluate":[211],"student\u2019s":[213],"level":[215],"based":[216],"on":[217],"several":[218,235],"input":[219],"criteria":[220],"labeled":[221],"poor,":[223],"fair,":[224],"better,":[225],"excellent.":[227],"Finally,":[228],"includes":[231],"comparative":[232],"analysis":[233],"among":[234],"models,":[237],"which":[238],"indicates":[239],"superiority":[241],"Forest":[245],"method.":[246]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
