{"id":"https://openalex.org/W2902180860","doi":"https://doi.org/10.1007/s10639-018-9838-8","title":"A framework for smart academic guidance using educational data mining","display_name":"A framework for smart academic guidance using educational data mining","publication_year":2018,"publication_date":"2018-11-25","ids":{"openalex":"https://openalex.org/W2902180860","doi":"https://doi.org/10.1007/s10639-018-9838-8","mag":"2902180860"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-018-9838-8","doi":"https://doi.org/10.1007/s10639-018-9838-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-018-9838-8","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5030694935","display_name":"Mohamed Mimis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Mimis","raw_affiliation_strings":["IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100641654","display_name":"Mohamed El Hajji","orcid":"https://orcid.org/0000-0002-0327-8249","observed_orcids":["https://orcid.org/0000-0002-0327-8249"]},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Mohamed El Hajji","raw_affiliation_strings":["IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco","SADS, Regional Center for Careers Education and Training (CRMEF-SM), Agadir, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-0327-8249","affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]},{"raw_affiliation_string":"SADS, Regional Center for Careers Education and Training (CRMEF-SM), Agadir, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043394491","display_name":"Youssef Es-Saady","orcid":"https://orcid.org/0000-0002-4934-2322","observed_orcids":["https://orcid.org/0000-0002-4934-2322"]},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Youssef Es-saady","raw_affiliation_strings":["IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082626467","display_name":"Abdellah Oueld Guejdi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdellah Oueld Guejdi","raw_affiliation_strings":["IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008813550","display_name":"Hassan Douzi","orcid":"https://orcid.org/0000-0002-2756-1399","observed_orcids":["https://orcid.org/0000-0002-2756-1399"]},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hassan Douzi","raw_affiliation_strings":["IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111560144","display_name":"Driss Mammass","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Driss Mammass","raw_affiliation_strings":["IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRF-SIC Laboratory, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100641654"],"corresponding_institution_ids":["https://openalex.org/I4210088687"],"apc_list":{"value":3590,"currency":"USD","value_usd":3590},"apc_paid":null,"fwci":3.3829,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.9205049,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"24","issue":"2","first_page":"1379","last_page":"1393"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":1.0,"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":1.0,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.0,"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/T13559","display_name":"Edcuational Technology Systems","score":0.0,"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/academic-advising","display_name":"academic advising","score":0.9750000238418579},{"id":"https://openalex.org/keywords/educational-recommender-systems","display_name":"educational recommender systems","score":0.8700000047683716},{"id":"https://openalex.org/keywords/academic-performance-prediction","display_name":"student performance prediction","score":0.9210000038146973},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"adaptive learning","score":0.7429999709129333},{"id":"https://openalex.org/keywords/smart-education","display_name":"smart education","score":0.8730000257492065},{"id":"https://openalex.org/keywords/dropout-prevention","display_name":"school dropout prevention","score":0.6600000262260437},{"id":"https://openalex.org/keywords/student-motivation","display_name":"student motivation","score":0.9750000238418579},{"id":"https://openalex.org/keywords/preparatory-classes","display_name":"preparatory classes","score":0.7369999885559082},{"id":"https://openalex.org/keywords/cpge","display_name":"CPGE","score":0.6150000095367432},{"id":"https://openalex.org/keywords/mathematical-physics","display_name":"mathematical physics","score":0.6460000276565552},{"id":"https://openalex.org/keywords/engineering-sciences","display_name":"engineering sciences","score":0.9089999794960022}],"concepts":[{"id":"https://openalex.org/C2777598771","wikidata":"https://www.wikidata.org/wiki/Q5341279","display_name":"Educational data mining","level":2,"score":0.7914229035377502},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.7290669679641724},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6660541892051697},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5900386571884155},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5496434569358826},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.5082087516784668},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49429798126220703},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.41335365176200867},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39313995838165283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33170491456985474},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1579686403274536},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.14540228247642517}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-018-9838-8","doi":"https://doi.org/10.1007/s10639-018-9838-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-018-9838-8","pdf_url":null,"source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","erih-plus","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9901999831199646,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W17525587","https://openalex.org/W110397465","https://openalex.org/W126540547","https://openalex.org/W157299254","https://openalex.org/W1565318134","https://openalex.org/W1565377632","https://openalex.org/W1570448133","https://openalex.org/W1582376268","https://openalex.org/W1680392829","https://openalex.org/W1825077972","https://openalex.org/W2006444123","https://openalex.org/W2007692184","https://openalex.org/W2109534980","https://openalex.org/W2111982085","https://openalex.org/W2125118175","https://openalex.org/W2137484372","https://openalex.org/W2138253457","https://openalex.org/W2138334515","https://openalex.org/W2155805272","https://openalex.org/W2156997719","https://openalex.org/W2324579091","https://openalex.org/W2440573849","https://openalex.org/W2482589566","https://openalex.org/W2507612801","https://openalex.org/W2519422455","https://openalex.org/W2730483724","https://openalex.org/W2750178884","https://openalex.org/W2903515276","https://openalex.org/W2909993283","https://openalex.org/W3152251856","https://openalex.org/W4236765470","https://openalex.org/W4248518752","https://openalex.org/W6633894697","https://openalex.org/W6701710114","https://openalex.org/W6893704514"],"related_works":["https://openalex.org/W4393342600","https://openalex.org/W3191267034","https://openalex.org/W6925260774","https://openalex.org/W4406190088","https://openalex.org/W4387645575","https://openalex.org/W2416558787","https://openalex.org/W2507354133","https://openalex.org/W3143574645","https://openalex.org/W2904994387","https://openalex.org/W2784147306"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2018-12-11T00:00:00"}
