{"id":"https://openalex.org/W3193482554","doi":"https://doi.org/10.1109/ecai52376.2021.9515158","title":"An Adaptive Learning System Based on Learner\u2019s Knowledge Level","display_name":"An Adaptive Learning System Based on Learner\u2019s Knowledge Level","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3193482554","doi":"https://doi.org/10.1109/ecai52376.2021.9515158","mag":"3193482554"},"language":"en","primary_location":{"id":"doi:10.1109/ecai52376.2021.9515158","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai52376.2021.9515158","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","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/A5039609444","display_name":"Humam K. Majeed Al-Chalabi","orcid":"https://orcid.org/0000-0002-2554-8027"},"institutions":[{"id":"https://openalex.org/I97553796","display_name":"University of Craiova","ror":"https://ror.org/03s251g81","country_code":"RO","type":"education","lineage":["https://openalex.org/I97553796"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Humam K. Majeed AL-Chalabi","raw_affiliation_strings":["Automatics Computers and Electronics, University of Craiova, Craiova, Romania"],"affiliations":[{"raw_affiliation_string":"Automatics Computers and Electronics, University of Craiova, Craiova, Romania","institution_ids":["https://openalex.org/I97553796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050830769","display_name":"Aqeel M. Ali. Hussein","orcid":"https://orcid.org/0000-0002-7700-2878"},"institutions":[{"id":"https://openalex.org/I97553796","display_name":"University of Craiova","ror":"https://ror.org/03s251g81","country_code":"RO","type":"education","lineage":["https://openalex.org/I97553796"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Aqeel M.Ali Hussein","raw_affiliation_strings":["Automatics Computers and Electronics, University of Craiova, Craiova, Romania"],"affiliations":[{"raw_affiliation_string":"Automatics Computers and Electronics, University of Craiova, Craiova, Romania","institution_ids":["https://openalex.org/I97553796"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000521082","display_name":"Ufuoma Chima Apoki","orcid":"https://orcid.org/0000-0002-2605-9604"},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ufuoma Chima Apoki","raw_affiliation_strings":["Faculty of Computer Science, Alexandru Ioan Cuza University, Iasi, Romania"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Alexandru Ioan Cuza University, Iasi, Romania","institution_ids":["https://openalex.org/I138164181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039609444"],"corresponding_institution_ids":["https://openalex.org/I97553796"],"apc_list":null,"apc_paid":null,"fwci":1.5685,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.83483371,"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":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13612","display_name":"Advanced Scientific and Engineering Studies","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13612","display_name":"Advanced Scientific and Engineering Studies","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9696000218391418,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7822613716125488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7064121961593628},{"id":"https://openalex.org/keywords/learning-styles","display_name":"Learning styles","score":0.5475469827651978},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5075985193252563},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.506691038608551},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4697466492652893},{"id":"https://openalex.org/keywords/knowledge-level","display_name":"Knowledge level","score":0.459536075592041},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.42259958386421204},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3358956575393677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32504940032958984},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.30408933758735657},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16160830855369568},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15349826216697693},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09764871001243591}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7822613716125488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7064121961593628},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.5475469827651978},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5075985193252563},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.506691038608551},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4697466492652893},{"id":"https://openalex.org/C2776291881","wikidata":"https://www.wikidata.org/wiki/Q6423378","display_name":"Knowledge level","level":2,"score":0.459536075592041},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.42259958386421204},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3358956575393677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32504940032958984},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.30408933758735657},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16160830855369568},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15349826216697693},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09764871001243591},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ecai52376.2021.9515158","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ecai52376.2021.9515158","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W34595073","https://openalex.org/W1991321816","https://openalex.org/W1998573976","https://openalex.org/W2096142234","https://openalex.org/W2097345786","https://openalex.org/W2127221278","https://openalex.org/W2200406130","https://openalex.org/W2297983710","https://openalex.org/W2344032966","https://openalex.org/W2727318679","https://openalex.org/W2735913431","https://openalex.org/W2783096168","https://openalex.org/W3013472402","https://openalex.org/W3013635371","https://openalex.org/W6704745387"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W4285145161","https://openalex.org/W2145201661","https://openalex.org/W2113498347","https://openalex.org/W4385793885","https://openalex.org/W2026382125","https://openalex.org/W2383694","https://openalex.org/W2057714291","https://openalex.org/W4379434996"],"abstract_inverted_index":{"personalizing":[0],"learning":[1,22],"contents":[2],"to":[3,64,84,95,105],"learners":[4],"become":[5],"an":[6,15],"important":[7],"field":[8],"in":[9,76],"recent":[10],"years.":[11],"This":[12],"paper":[13],"proposes":[14],"adaptive":[16],"e-learning":[17],"system":[18,28,53],"based":[19],"on":[20,41],"students":[21,49,72],"style":[23],"and":[24,67],"knowledge":[25,33,57,61],"level.":[26],"The":[27,45],"also":[29],"measures":[30],"the":[31,36,48,52,70,77,87,98],"learner\u2019s":[32],"level":[34,58,79,89,100],"using":[35],"C4.5":[37],"decision":[38],"tree":[39],"algorithm":[40],"their":[42,56],"quiz":[43],"results.":[44],"findings":[46],"show":[47],"who":[50,73],"used":[51],"has":[54,80,90,101],"increased":[55,91,102],"after":[59,68],"performing":[60],"tests":[62],"prior":[63],"course":[65],"personalization":[66],"finishing":[69],"course.":[71],"are":[74],"considered":[75],"beginner":[78],"reduced":[81],"from":[82,93,103],"58.3%":[83],"25.3%,":[85],"whereas":[86],"intermediate":[88],"greatly":[92],"28.1%":[94],"41.6%.":[96],"finally,":[97],"advanced":[99],"13.3%":[104],"33.3%.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
