{"id":"https://openalex.org/W4392905408","doi":"https://doi.org/10.1109/acit58888.2023.10453789","title":"Genetic Algorithm-Based Approach for Predicting Student Academic Success","display_name":"Genetic Algorithm-Based Approach for Predicting Student Academic Success","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4392905408","doi":"https://doi.org/10.1109/acit58888.2023.10453789"},"language":"en","primary_location":{"id":"doi:10.1109/acit58888.2023.10453789","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58888.2023.10453789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 24th International Arab Conference on Information Technology (ACIT)","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/A5052716872","display_name":"Riyadh Mehdi","orcid":"https://orcid.org/0000-0002-0317-9777"},"institutions":[{"id":"https://openalex.org/I182000528","display_name":"Ajman University","ror":"https://ror.org/01j1rma10","country_code":"AE","type":"education","lineage":["https://openalex.org/I182000528"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Riyadh Mehdi","raw_affiliation_strings":["Ajman University,Artificial Intelligence Research Center (AIRC),Department of Information Technology,Ajman,UAE","Department of Information Technology, Artificial Intelligence Research Center (AIRC), Ajman University, Ajman, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ajman University,Artificial Intelligence Research Center (AIRC),Department of Information Technology,Ajman,UAE","institution_ids":["https://openalex.org/I182000528"]},{"raw_affiliation_string":"Department of Information Technology, Artificial Intelligence Research Center (AIRC), Ajman University, Ajman, UAE","institution_ids":["https://openalex.org/I182000528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071418693","display_name":"Mirna Nachouki","orcid":"https://orcid.org/0000-0003-3490-0878"},"institutions":[{"id":"https://openalex.org/I182000528","display_name":"Ajman University","ror":"https://ror.org/01j1rma10","country_code":"AE","type":"education","lineage":["https://openalex.org/I182000528"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mirna Nachouki","raw_affiliation_strings":["Ajman University,Artificial Intelligence Research Center (AIRC),Department of Information Technology,Ajman,UAE","Department of Information Technology, Artificial Intelligence Research Center (AIRC), Ajman University, Ajman, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ajman University,Artificial Intelligence Research Center (AIRC),Department of Information Technology,Ajman,UAE","institution_ids":["https://openalex.org/I182000528"]},{"raw_affiliation_string":"Department of Information Technology, Artificial Intelligence Research Center (AIRC), Ajman University, Ajman, UAE","institution_ids":["https://openalex.org/I182000528"]}]}],"institutions":[],"countries_distinct_count":1,"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":0.36399168,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14174","display_name":"Artificial Intelligence and Decision Support Systems","score":0.9674999713897705,"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"}},"topics":[{"id":"https://openalex.org/T14174","display_name":"Artificial Intelligence and Decision Support Systems","score":0.9674999713897705,"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"}},{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9398999810218811,"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/computer-science","display_name":"Computer science","score":0.6371879577636719},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5093728303909302},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33463361859321594},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3304612636566162}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6371879577636719},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5093728303909302},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33463361859321594},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3304612636566162}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit58888.2023.10453789","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/acit58888.2023.10453789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 24th International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1507554567","https://openalex.org/W1519798451","https://openalex.org/W1543659671","https://openalex.org/W1957711827","https://openalex.org/W1968295086","https://openalex.org/W2021643730","https://openalex.org/W2106493925","https://openalex.org/W2135014361","https://openalex.org/W2164365795","https://openalex.org/W2217899812","https://openalex.org/W2508619864","https://openalex.org/W2586955972","https://openalex.org/W2592949236","https://openalex.org/W2747577432","https://openalex.org/W2789293848","https://openalex.org/W2891257938","https://openalex.org/W2909913588","https://openalex.org/W2918263300","https://openalex.org/W2953845878","https://openalex.org/W2999454146","https://openalex.org/W4200246656","https://openalex.org/W6631656344"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"A":[0],"student's":[1,25,121],"academic":[2,33,44,92,160,258],"success":[3,213],"and":[4,11,27,59,86,106,118,194,229,259],"on-time":[5],"graduation,":[6],"with":[7,16,142,166,227],"all":[8],"the":[9,28,56,61,76,97,175,179,195,199,208,218,237,244,253],"social":[10],"economic":[12],"rewards":[13],"that":[14,240],"come":[15],"that,":[17],"can":[18,46,249],"be":[19,250,265],"significantly":[20],"improved":[21],"by":[22,224,252],"predicting":[23],"a":[24,37,108,120,133,156,167],"performance":[26,117,216],"factors":[29,261],"contributing":[30],"to":[31,48,51,80,114,155,189,205,264],"his":[32],"success.":[34],"There":[35],"is":[36,78,214],"limit":[38],"on":[39,65,111],"how":[40],"much":[41],"time":[42],"an":[43],"adviser":[45],"devote":[47],"each":[49],"student":[50,62,116,215],"detect":[52],"curriculum":[53],"problems,":[54],"take":[55],"appropriate":[57],"steps,":[58],"give":[60,91],"guidance":[63],"based":[64,110],"well-informed":[66],"judgment.":[67],"Determining":[68],"whether":[69],"students":[70,163],"are":[71],"at":[72],"risk":[73],"early":[74,94],"in":[75,170,182,187,217,267],"program":[77],"essential":[79],"improving":[81],"low-performing":[82],"students'":[83,180],"performance,":[84],"retention,":[85],"completion":[87],"rates.":[88],"This":[89],"will":[90,262],"advisers":[93],"signals":[95],"of":[96,162,211,243],"need":[98,263],"for":[99,138],"intervention.":[100],"In":[101],"this":[102],"research,":[103,207],"we":[104],"built":[105],"assessed":[107,131],"model":[109,129,151],"genetic":[112],"algorithms":[113],"forecast":[115],"estimate":[119],"graduation":[122,200,212,245],"grade":[123,201,246],"point":[124,202,247],"average":[125,193,248],"(GP":[126],"A).":[127],"The":[128,150],"was":[130,152,198],"using":[132],"publicly":[134],"available":[135],"dataset":[136,157],"created":[137],"machine":[139],"learning":[140],"techniques":[141],"R2":[143],"=":[144],"0.93,":[145],"indicating":[146],"it":[147],"did":[148],"well.":[149],"also":[153],"applied":[154],"made":[158],"from":[159,172],"records":[161],"who":[164],"graduated":[165],"bachelor's":[168],"degree":[169],"computing":[171],"our":[173,206],"institution;":[174],"input":[176],"predictors":[177,254],"were":[178],"grades":[181],"core":[183],"information":[184],"technology":[185],"courses":[186,232],"addition":[188],"their":[190],"high":[191],"school":[192],"dependent":[196],"variable":[197],"average.":[203],"According":[204],"best":[209],"predictor":[210],"database":[219],"management":[220],"systems":[221],"course,":[222],"followed":[223],"software":[225],"engineering,":[226],"networking":[228],"operating":[230],"system":[231],"having":[233],"minimal":[234],"bearing.":[235],"Additionally,":[236],"findings":[238],"indicate":[239],"only":[241],"54%":[242],"explained":[251],"used;":[255],"hence,":[256],"other":[257],"sociodemographic":[260],"considered":[266],"future":[268],"studies.":[269]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
