{"id":"https://openalex.org/W4412620180","doi":"https://doi.org/10.1007/978-3-031-98476-1_27","title":"Modeling an Intelligent Educational Ecosystem for Training Logistics Entrepreneurs via AI and Data Science","display_name":"Modeling an Intelligent Educational Ecosystem for Training Logistics Entrepreneurs via AI and Data Science","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412620180","doi":"https://doi.org/10.1007/978-3-031-98476-1_27"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-98476-1_27","doi":"https://doi.org/10.1007/978-3-031-98476-1_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98476-1_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4520","issn":["2367-4520","2367-4512"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4412620150","display_name":"The Second International Symposium on Generative AI and Education (ISGAIE\u20192025)"},"type":"conference-paper","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/A5106781174","display_name":"Mustapha Khiati","orcid":"https://orcid.org/0000-0003-4830-492X","observed_orcids":["https://orcid.org/0000-0003-4830-492X"]},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Mustapha Khiati","raw_affiliation_strings":["Faculty of Sciences Ben M\u2019Sick, Laboratory of Applied Economics and Finance (ECAF), Hassan II University of Casablanca, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Ben M\u2019Sick, Laboratory of Applied Economics and Finance (ECAF), Hassan II University of Casablanca, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119060596","display_name":"Samia Jirari","orcid":"https://orcid.org/0009-0007-0994-3848","observed_orcids":["https://orcid.org/0009-0007-0994-3848"]},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Samia Jirari","raw_affiliation_strings":["FSJES, Cadi Ayyad University of Marrakech \u2013 Morocco (LIRE-MD), Marrakech, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FSJES, Cadi Ayyad University of Marrakech \u2013 Morocco (LIRE-MD), Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032836012","display_name":"Olaya Metwalli","orcid":"https://orcid.org/0009-0000-1071-0792","observed_orcids":["https://orcid.org/0009-0000-1071-0792"]},"institutions":[{"id":"https://openalex.org/I4210145365","display_name":"Universit\u00e9 Hassan 1er","ror":"https://ror.org/03cdvht47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210145365"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Olaya Metwalli","raw_affiliation_strings":["FEG, Hassan First University of Settat \u2013 Morocco (LAREGMA), Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FEG, Hassan First University of Settat \u2013 Morocco (LAREGMA), Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119060598","display_name":"Najat Rafi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Najat Rafi","raw_affiliation_strings":["Faculty of Sciences Ben M\u2019Sick, Hassan II University of Casablanca \u2013 Morocco (LAMS), Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Ben M\u2019Sick, Hassan II University of Casablanca \u2013 Morocco (LAMS), Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Adil Karim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Adil Karim","raw_affiliation_strings":["Faculty of Sciences Ben M\u2019Sick, Hassan II University of Casablanca \u2013 Morocco (LTIM), Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Ben M\u2019Sick, Hassan II University of Casablanca \u2013 Morocco (LTIM), Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001291866","display_name":"Marouane Mkik","orcid":"https://orcid.org/0000-0001-5118-6624","observed_orcids":["https://orcid.org/0000-0001-5118-6624"]},"institutions":[{"id":"https://openalex.org/I4210094767","display_name":"Instituts Sup\u00e9rieurs des Professions Infirmi\u00e8res et Techniques de Sant\u00e9","ror":"https://ror.org/007h8y788","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210094767"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Marouane Mkik","raw_affiliation_strings":["Higher Institutes of Nursing and Health Techniques of Rabat \u2013 Morocco (LARMODAD), Rabat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Higher Institutes of Nursing and Health Techniques of Rabat \u2013 Morocco (LARMODAD), Rabat, Morocco","institution_ids":["https://openalex.org/I4210094767"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007997678","display_name":"Tanane Omar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Omar Tanane","raw_affiliation_strings":["Faculty of Sciences Ben M\u2019Sick, Hassan II University of Casablanca,  Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences Ben M\u2019Sick, Hassan II University of Casablanca,  Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5106781174"],"corresponding_institution_ids":["https://openalex.org/I99297268"],"apc_list":null,"apc_paid":null,"fwci":11.841,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.98040429,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"343","last_page":"352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.8241999745368958,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.8241999745368958,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.05389999970793724,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.039900001138448715,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/entrepreneur-training","display_name":"entrepreneur training","score":0.7839999794960022},{"id":"https://openalex.org/keywords/artificial-intelligence-in-education","display_name":"artificial intelligence in education","score":0.847000002861023},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.6819999814033508},{"id":"https://openalex.org/keywords/real-time-feedback","display_name":"real-time feedback","score":0.8659999966621399},{"id":"https://openalex.org/keywords/student-engagement","display_name":"student engagement","score":1.0},{"id":"https://openalex.org/keywords/educational-ecosystem","display_name":"educational ecosystem","score":0.4399999976158142},{"id":"https://openalex.org/keywords/digital-divide","display_name":"digital divide","score":0.8059999942779541},{"id":"https://openalex.org/keywords/technology-acceptance","display_name":"technology acceptance","score":0.7279999852180481},{"id":"https://openalex.org/keywords/firm-performance","display_name":"firm performance","score":0.4779999852180481},{"id":"https://openalex.org/keywords/smart-education","display_name":"smart education","score":0.5490000247955322}],"concepts":[{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6746429800987244},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4409828782081604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4052655100822449},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.38950276374816895},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3657451272010803},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2421121895313263},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18443560600280762},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-98476-1_27","doi":"https://doi.org/10.1007/978-3-031-98476-1_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98476-1_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4520","issn":["2367-4520","2367-4512"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes on Data Engineering and Communications Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality education","score":0.9901999831199646,"id":"https://metadata.un.org/sdg/4"},{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2799655289","https://openalex.org/W3156012754","https://openalex.org/W3164934216","https://openalex.org/W4313259438","https://openalex.org/W4318472812","https://openalex.org/W4323354773","https://openalex.org/W4366090127","https://openalex.org/W4375867669","https://openalex.org/W4386285839","https://openalex.org/W4386470768","https://openalex.org/W4395071526","https://openalex.org/W4396736831","https://openalex.org/W4396877415","https://openalex.org/W4400113278","https://openalex.org/W4400722369","https://openalex.org/W4402065715","https://openalex.org/W4402075698","https://openalex.org/W4402381629","https://openalex.org/W4408315310"],"related_works":["https://openalex.org/W7167892923","https://openalex.org/W7223521981","https://openalex.org/W4414010255","https://openalex.org/W7126099640","https://openalex.org/W7167922714","https://openalex.org/W4409994895","https://openalex.org/W6912118706","https://openalex.org/W4412558256","https://openalex.org/W4414385772","https://openalex.org/W4410450246"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2025-10-10T00:00:00"}
