{"id":"https://openalex.org/W4409559996","doi":"https://doi.org/10.1007/978-3-031-87781-0_13","title":"Harnessing Large Language Models for\u00a0Personalized Learning: A Case Study in\u00a0Algorithm Education at\u00a0Mu\u2019tah University","display_name":"Harnessing Large Language Models for\u00a0Personalized Learning: A Case Study in\u00a0Algorithm Education at\u00a0Mu\u2019tah University","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409559996","doi":"https://doi.org/10.1007/978-3-031-87781-0_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-87781-0_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-87781-0_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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"},"type":"book-chapter","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/A5109893952","display_name":"Nadia Salem","orcid":null},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Nadia Salem","raw_affiliation_strings":["King Abdullah II School of Information Technology (KASIT), University of Jordan, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"King Abdullah II School of Information Technology (KASIT), University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082116090","display_name":"Loai Alnemer","orcid":"https://orcid.org/0000-0002-1208-9861"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Loai Alnemer","raw_affiliation_strings":["King Abdullah II School of Information Technology (KASIT), University of Jordan, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"King Abdullah II School of Information Technology (KASIT), University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033112862","display_name":"Khawla Al-Tarawneh","orcid":"https://orcid.org/0009-0001-0559-8393"},"institutions":[{"id":"https://openalex.org/I21173400","display_name":"Mutah University","ror":"https://ror.org/008g9ns82","country_code":"JO","type":"education","lineage":["https://openalex.org/I21173400"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Khawla M. Al-tarawneh","raw_affiliation_strings":["Mu\u2019tah University, Mu\u2019tah, Jordan"],"affiliations":[{"raw_affiliation_string":"Mu\u2019tah University, Mu\u2019tah, Jordan","institution_ids":["https://openalex.org/I21173400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073814156","display_name":"Hamza Salem","orcid":"https://orcid.org/0000-0002-9143-5231"},"institutions":[{"id":"https://openalex.org/I4210116741","display_name":"Innopolis University","ror":"https://ror.org/02b7jh107","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210116741"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Hamza Salem","raw_affiliation_strings":["Department of Computer Science and Engineering, Innopolis University, Innopolis, Russia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Innopolis University, Innopolis, Russia","institution_ids":["https://openalex.org/I4210116741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075175655","display_name":"Manuel Mazzara","orcid":"https://orcid.org/0000-0002-3860-4948"},"institutions":[{"id":"https://openalex.org/I4210116741","display_name":"Innopolis University","ror":"https://ror.org/02b7jh107","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210116741"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Manuel Mazzara","raw_affiliation_strings":["Department of Computer Science and Engineering, Innopolis University, Innopolis, Russia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Innopolis University, Innopolis, Russia","institution_ids":["https://openalex.org/I4210116741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070281730","display_name":"Asma Salem","orcid":"https://orcid.org/0000-0002-7926-1603"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Asma Salem","raw_affiliation_strings":["The University of Jordan, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"The University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5109893952"],"corresponding_institution_ids":["https://openalex.org/I114972647"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14775797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9853000044822693,"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":0.9853000044822693,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9388999938964844,"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/computer-science","display_name":"Computer science","score":0.5741238594055176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3934435248374939},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3839126229286194}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5741238594055176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3934435248374939},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3839126229286194}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-87781-0_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-87781-0_13","pdf_url":null,"source":{"id":"https://openalex.org/S4210216571","display_name":"Lecture notes on data engineering and communications technologies","issn_l":"2367-4512","issn":["2367-4512","2367-4520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":[{"id":"https://metadata.un.org/sdg/4","score":0.6399999856948853,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W4319224963","https://openalex.org/W4383647972","https://openalex.org/W4385632485","https://openalex.org/W4389131459","https://openalex.org/W4393993191","https://openalex.org/W4400370841","https://openalex.org/W4404047101","https://openalex.org/W4404205087","https://openalex.org/W4404509397","https://openalex.org/W4406232026","https://openalex.org/W4408051337","https://openalex.org/W6600060591","https://openalex.org/W6600424091","https://openalex.org/W6611544063","https://openalex.org/W6636398873"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}