{"id":"https://openalex.org/W4402263835","doi":"https://doi.org/10.1109/wincom62286.2024.10657270","title":"A New AI-Based University Guidance Model for Moroccan Students","display_name":"A New AI-Based University Guidance Model for Moroccan Students","publication_year":2024,"publication_date":"2024-07-23","ids":{"openalex":"https://openalex.org/W4402263835","doi":"https://doi.org/10.1109/wincom62286.2024.10657270"},"language":"en","primary_location":{"id":"doi:10.1109/wincom62286.2024.10657270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom62286.2024.10657270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 11th International Conference on Wireless Networks and Mobile Communications (WINCOM)","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/A5086186908","display_name":"Ghizlane Moukhliss","orcid":"https://orcid.org/0000-0003-3699-2008"},"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":"Moukhliss Ghizlane","raw_affiliation_strings":["ENSC, Hassan II University,LMAI Lab.,Computer Engineering Departement,Casablanca,Morocco"],"affiliations":[{"raw_affiliation_string":"ENSC, Hassan II University,LMAI Lab.,Computer Engineering Departement,Casablanca,Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113368655","display_name":"Lahyani Khalid","orcid":null},"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":"Lahyani Khalid","raw_affiliation_strings":["Hassan II University,Lab : LADSIS, ENSAM C,Casablanca,Morocco"],"affiliations":[{"raw_affiliation_string":"Hassan II University,Lab : LADSIS, ENSAM C,Casablanca,Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002250892","display_name":"Reda Filali Hilali","orcid":"https://orcid.org/0000-0002-7134-6186"},"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":"Filali Hilali Mohammed Reda","raw_affiliation_strings":["ESTC, Hassan II University,C3S Lab.,Computer Engineering Departement,Casablanca,Morocco"],"affiliations":[{"raw_affiliation_string":"ESTC, Hassan II University,C3S Lab.,Computer Engineering Departement,Casablanca,Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005472317","display_name":"Hicham Belhadaoui","orcid":"https://orcid.org/0000-0001-8676-5570"},"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":"Belhadaoui Hicham","raw_affiliation_strings":["ESTC, Hassan II University,C3S Lab.,Computer Engineering Departement,Casablanca,Morocco"],"affiliations":[{"raw_affiliation_string":"ESTC, Hassan II University,C3S Lab.,Computer Engineering Departement,Casablanca,Morocco","institution_ids":["https://openalex.org/I99297268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086186908"],"corresponding_institution_ids":["https://openalex.org/I99297268"],"apc_list":null,"apc_paid":null,"fwci":0.4301,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.72629032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9546999931335449,"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":0.9546999931335449,"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/T13812","display_name":"AI and HR Technologies","score":0.9362999796867371,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5688312649726868},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3700677752494812},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.36213013529777527},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14393708109855652}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5688312649726868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3700677752494812},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.36213013529777527},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14393708109855652}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wincom62286.2024.10657270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom62286.2024.10657270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 11th International Conference on Wireless Networks and Mobile Communications (WINCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2059318060","https://openalex.org/W2792679533","https://openalex.org/W2905395783","https://openalex.org/W2976728786","https://openalex.org/W2995414609","https://openalex.org/W3026893089","https://openalex.org/W3028172775","https://openalex.org/W3033984276","https://openalex.org/W3047866954","https://openalex.org/W3093094029","https://openalex.org/W3123261424","https://openalex.org/W3213990291","https://openalex.org/W4200015811","https://openalex.org/W4210577509","https://openalex.org/W4244025287","https://openalex.org/W4285363374","https://openalex.org/W4289540514","https://openalex.org/W4310803292","https://openalex.org/W4316494443","https://openalex.org/W4317820171","https://openalex.org/W4319706337","https://openalex.org/W4362582311","https://openalex.org/W4366581776","https://openalex.org/W4376108485","https://openalex.org/W4381798755","https://openalex.org/W4383724218","https://openalex.org/W4388416461","https://openalex.org/W4388770131","https://openalex.org/W4389831224","https://openalex.org/W4390338545","https://openalex.org/W4391794274","https://openalex.org/W4392873562","https://openalex.org/W4397008584","https://openalex.org/W6749374045","https://openalex.org/W6784425866"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"The":[0],"orientation":[1,63],"of":[2,22,30,34,64,87],"high":[3,65],"school":[4,66],"graduates":[5],"towards":[6],"higher":[7],"education":[8],"institutions":[9],"poses":[10],"a":[11,57,85],"major":[12],"challenge":[13],"in":[14],"the":[15,28,32,37,62],"Moroccan":[16],"educational":[17],"system.":[18],"Every":[19],"year,":[20],"thousands":[21],"young":[23],"people":[24],"are":[25],"faced":[26],"with":[27,42],"difficulty":[29],"choosing":[31],"field":[33],"study":[35],"and":[36,46,77,89],"institution":[38],"that":[39],"best":[40],"align":[41],"their":[43],"skills,":[44],"aspirations,":[45],"future":[47],"prospects.":[48],"In":[49],"this":[50],"context,":[51],"Artificial":[52],"Intelligence":[53],"(AI)":[54],"emerges":[55],"as":[56],"promising":[58],"solution":[59],"to":[60],"optimize":[61],"graduates.":[67],"By":[68],"leveraging":[69],"available":[70],"data":[71],"on":[72],"academic":[73],"backgrounds,":[74],"personal":[75],"preferences,":[76],"career":[78],"opportunities,":[79],"we":[80],"propose,":[81],"using":[82],"AI":[83],"algorithms,":[84],"model":[86],"personalized":[88],"relevant":[90],"recommendations":[91],"for":[92],"each":[93],"student.":[94]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}