{"id":"https://openalex.org/W4392347256","doi":"https://doi.org/10.1007/s10639-024-12529-x","title":"SBS feature selection and AdaBoost classifier for specialization/major recommendation for undergraduate students","display_name":"SBS feature selection and AdaBoost classifier for specialization/major recommendation for undergraduate students","publication_year":2024,"publication_date":"2024-03-02","ids":{"openalex":"https://openalex.org/W4392347256","doi":"https://doi.org/10.1007/s10639-024-12529-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-024-12529-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-024-12529-x","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,"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"},"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/A5005508305","display_name":"Nesrine Mansouri","orcid":null},"institutions":[{"id":"https://openalex.org/I70348806","display_name":"Universit\u00e9 Polytechnique Hauts-de-France","ror":"https://ror.org/02ezch769","country_code":"FR","type":"education","lineage":["https://openalex.org/I70348806"]},{"id":"https://openalex.org/I4210089617","display_name":"Laboratoire d'Automatique, de M\u00e9canique et d'Informatique Industrielles et Humaines","ror":"https://ror.org/006z7v557","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210089617","https://openalex.org/I4210159245","https://openalex.org/I4387154098","https://openalex.org/I70348806","https://openalex.org/I70348806"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nesrine Mansouri","raw_affiliation_strings":["INSA, LAMIH, Polytechnic University of Hauts-de-France, Valenciennes, France"],"affiliations":[{"raw_affiliation_string":"INSA, LAMIH, Polytechnic University of Hauts-de-France, Valenciennes, France","institution_ids":["https://openalex.org/I70348806","https://openalex.org/I4210089617"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073005938","display_name":"Mourad Abed","orcid":"https://orcid.org/0000-0001-9723-7714"},"institutions":[{"id":"https://openalex.org/I4210089617","display_name":"Laboratoire d'Automatique, de M\u00e9canique et d'Informatique Industrielles et Humaines","ror":"https://ror.org/006z7v557","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210089617","https://openalex.org/I4210159245","https://openalex.org/I4387154098","https://openalex.org/I70348806","https://openalex.org/I70348806"]},{"id":"https://openalex.org/I70348806","display_name":"Universit\u00e9 Polytechnique Hauts-de-France","ror":"https://ror.org/02ezch769","country_code":"FR","type":"education","lineage":["https://openalex.org/I70348806"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mourad Abed","raw_affiliation_strings":["LAMIH, Polytechnic University of Hauts-de-France, Valenciennes, France"],"affiliations":[{"raw_affiliation_string":"LAMIH, Polytechnic University of Hauts-de-France, Valenciennes, France","institution_ids":["https://openalex.org/I70348806","https://openalex.org/I4210089617"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058981688","display_name":"Makram Soui","orcid":"https://orcid.org/0000-0002-6460-0318"},"institutions":[{"id":"https://openalex.org/I4210092198","display_name":"University of Michigan\u2013Flint","ror":"https://ror.org/01c3xc117","country_code":"US","type":"education","lineage":["https://openalex.org/I4210092198"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Makram Soui","raw_affiliation_strings":["College of Innovation and Technology, University of Michigan-Flint, Flint, MI, USA"],"affiliations":[{"raw_affiliation_string":"College of Innovation and Technology, University of Michigan-Flint, Flint, MI, USA","institution_ids":["https://openalex.org/I4210092198"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005508305"],"corresponding_institution_ids":["https://openalex.org/I4210089617","https://openalex.org/I70348806"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":2.9921,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92334537,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"29","issue":"14","first_page":"17867","last_page":"17887"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9722999930381775,"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":0.9722999930381775,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9621999859809875,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.910099983215332,"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/adaboost","display_name":"AdaBoost","score":0.6556357741355896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6276329755783081},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6240603923797607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6021155118942261},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5195348858833313},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5145532488822937},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.436617374420166},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4154006242752075}],"concepts":[{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.6556357741355896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6276329755783081},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6240603923797607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6021155118942261},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5195348858833313},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5145532488822937},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.436617374420166},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4154006242752075}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-024-12529-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10639-024-12529-x","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,"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":0.46000000834465027,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2590739781","https://openalex.org/W2799775562","https://openalex.org/W2902833221","https://openalex.org/W2925507233","https://openalex.org/W2945020349","https://openalex.org/W2995912387","https://openalex.org/W3021503072","https://openalex.org/W3034013214","https://openalex.org/W3043188097","https://openalex.org/W3108589758","https://openalex.org/W3131370353","https://openalex.org/W3153212491","https://openalex.org/W3165145307","https://openalex.org/W3213990291","https://openalex.org/W4281553882","https://openalex.org/W4281930622","https://openalex.org/W4296079469","https://openalex.org/W4310803292"],"related_works":["https://openalex.org/W3039673966","https://openalex.org/W4293699968","https://openalex.org/W2002351707","https://openalex.org/W2035096001","https://openalex.org/W4312843811","https://openalex.org/W2327035729","https://openalex.org/W2923621274","https://openalex.org/W3112414093","https://openalex.org/W4210319752","https://openalex.org/W2174714397"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}