{"id":"https://openalex.org/W4285322438","doi":"https://doi.org/10.1109/icta54582.2021.9809434","title":"Intelligent Personalized E-Learning Platform using Evolutionary Algorithms","display_name":"Intelligent Personalized E-Learning Platform using Evolutionary Algorithms","publication_year":2021,"publication_date":"2021-12-08","ids":{"openalex":"https://openalex.org/W4285322438","doi":"https://doi.org/10.1109/icta54582.2021.9809434"},"language":"en","primary_location":{"id":"doi:10.1109/icta54582.2021.9809434","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icta54582.2021.9809434","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 8th International Conference on ICT & Accessibility (ICTA)","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/A5058981688","display_name":"Makram Soui","orcid":"https://orcid.org/0000-0002-6460-0318"},"institutions":[{"id":"https://openalex.org/I120238654","display_name":"Saudi Electronic University","ror":"https://ror.org/05ndh7v49","country_code":"SA","type":"education","lineage":["https://openalex.org/I120238654"]},{"id":"https://openalex.org/I83259278","display_name":"Manouba University","ror":"https://ror.org/0503ejf32","country_code":"TN","type":"education","lineage":["https://openalex.org/I83259278"]}],"countries":["SA","TN"],"is_corresponding":true,"raw_author_name":"Makram SOUI","raw_affiliation_strings":["College of Computing and Informatics, Saudi Electronic University,Saudi Arabia","Artificial Intelligence Research Unit University of Manouba, Tunisia","College of Computing and Informatics, Saudi Electronic University, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Saudi Electronic University,Saudi Arabia","institution_ids":["https://openalex.org/I120238654"]},{"raw_affiliation_string":"Artificial Intelligence Research Unit University of Manouba, Tunisia","institution_ids":["https://openalex.org/I83259278"]},{"raw_affiliation_string":"College of Computing and Informatics, Saudi Electronic University, Saudi Arabia","institution_ids":["https://openalex.org/I120238654"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5058981688"],"corresponding_institution_ids":["https://openalex.org/I120238654","https://openalex.org/I83259278"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25766372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"801","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9739000201225281,"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":0.9739000201225281,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9545000195503235,"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"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9545000195503235,"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":0.7341998815536499},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4930879771709442},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.45057350397109985},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3913589119911194}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7341998815536499},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4930879771709442},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.45057350397109985},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3913589119911194}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icta54582.2021.9809434","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icta54582.2021.9809434","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 8th International Conference on ICT & Accessibility (ICTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1480428252","https://openalex.org/W1585939719","https://openalex.org/W1989454035","https://openalex.org/W2066659226","https://openalex.org/W2066928660","https://openalex.org/W2106334424","https://openalex.org/W2113051326","https://openalex.org/W2126105956","https://openalex.org/W2201408480","https://openalex.org/W2519002168","https://openalex.org/W2519138571","https://openalex.org/W2597978581","https://openalex.org/W2888278355","https://openalex.org/W2895056152","https://openalex.org/W2914083977","https://openalex.org/W3047381571","https://openalex.org/W3162751961","https://openalex.org/W6628770400"],"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":{"The":[0,18,100,118],"aim":[1],"of":[2,10,37,68,77,86,97,106,124,131],"adaptive":[3],"learning":[4,25,70],"is":[5,20,63],"to":[6,14,21,40,64,73,110],"personalize":[7],"the":[8,15,28,35,52,61,66,75,78,104,107,122,125],"structure":[9],"course":[11,46,53,116],"content":[12],"according":[13],"learner":[16],"profiles.":[17],"idea":[19],"propose":[22],"a":[23,42,56,83],"suitable":[24],"resource":[26],"for":[27,45,115],"student.":[29],"In":[30,48],"this":[31],"work,":[32],"we":[33,50],"study":[34,85],"efficiency":[36,105,123],"evolutionary":[38,89],"algorithms":[39,90],"generate":[41],"rule-based":[43,126],"model":[44,127],"personalization.":[47],"fact,":[49],"consider":[51],"personalization":[54,113],"as":[55],"search-based":[57],"optimization":[58],"problem":[59],"where":[60],"goal":[62],"maximize":[65],"accuracy":[67,132],"recommended":[69],"resources":[71],"and":[72],"minimize":[74],"complexity":[76],"generated":[79],"individual.":[80],"We":[81],"conducted":[82],"comparative":[84],"four":[87],"multi-objective":[88],"(NSGAII,":[91],"IBEA,":[92],"PESA2,":[93],"SPEA2)":[94],"in":[95],"terms":[96],"their":[98],"efficiency.":[99],"obtained":[101,119],"results":[102,120],"confirm":[103],"NSGAII":[108],"algorithm":[109],"extract":[111],"appropriate":[112],"rules":[114],"adaptation.":[117],"prove":[121],"with":[128],"93":[129],"%":[130],"rate.":[133]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}