{"id":"https://openalex.org/W7127060546","doi":"https://doi.org/10.1007/978-3-032-14430-0_6","title":"Instructional Design Supported by Generative AI: Towards Human-Machine Synergy in the Creation of Educational Content Scenarios","display_name":"Instructional Design Supported by Generative AI: Towards Human-Machine Synergy in the Creation of Educational Content Scenarios","publication_year":2026,"publication_date":"2026-02-02","ids":{"openalex":"https://openalex.org/W7127060546","doi":"https://doi.org/10.1007/978-3-032-14430-0_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-14430-0_6","doi":"https://doi.org/10.1007/978-3-032-14430-0_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14430-0_6","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"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 in Networks and Systems","raw_type":"book-chapter"},"parent_works":[{"id":"https://openalex.org/W7127087743","display_name":"Artificial Intelligence and Cognitive Sciences for Emerging Technologies: Proceedings of the International Conference on Artificial Intelligence and Cognitive Science for Emerging Technologies (AICSET 2025), Volume 2","relationship":"volume"}],"lineage":["https://openalex.org/W7127060546","https://openalex.org/W7127087743"],"child_works_count":0,"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/A5124706672","display_name":"Ward Hajar","orcid":null,"observed_orcids":[]},"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":true,"raw_author_name":"Ward Hajar","raw_affiliation_strings":["ESEFB, FPAI Team, AIRA Lab, Hassan 1St University, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ESEFB, FPAI Team, AIRA Lab, Hassan 1St University, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086867947","display_name":"Soumia Tamani","orcid":"https://orcid.org/0009-0007-9705-5540","observed_orcids":["https://orcid.org/0009-0007-9705-5540"]},"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":"Tamani Soumia","raw_affiliation_strings":["ESEFB, FPAI Team, AIRA Lab, Hassan 1St University, Settat, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ESEFB, FPAI Team, AIRA Lab, Hassan 1St University, Settat, Morocco","institution_ids":["https://openalex.org/I4210145365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5124706672"],"corresponding_institution_ids":["https://openalex.org/I4210145365"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"68","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.9940999746322632,"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":0.9940999746322632,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0017000000225380063,"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":0.0010999999940395355,"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/generative-ai","display_name":"generative AI","score":0.8579999804496765},{"id":"https://openalex.org/keywords/instructional-design","display_name":"instructional design","score":0.890999972820282},{"id":"https://openalex.org/keywords/storyboarding","display_name":"storyboards","score":0.6890000104904175},{"id":"https://openalex.org/keywords/chatgpt","display_name":"ChatGPT","score":0.8799999952316284},{"id":"https://openalex.org/keywords/human-ai-collaboration","display_name":"human-AI collaboration","score":0.8659999966621399},{"id":"https://openalex.org/keywords/educational-content-development","display_name":"educational content development","score":0.859000027179718},{"id":"https://openalex.org/keywords/learning-trajectories","display_name":"learning trajectories","score":0.6940000057220459},{"id":"https://openalex.org/keywords/ai-in-teaching","display_name":"AI in teaching","score":0.6200000047683716},{"id":"https://openalex.org/keywords/content-quality-evaluation","display_name":"content quality evaluation","score":0.4970000088214874},{"id":"https://openalex.org/keywords/creativity-in-teaching","display_name":"creative teaching","score":0.3490000069141388}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6401000022888184},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6035000085830688},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5715000033378601},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.5077000260353088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41909998655319214},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.3903999924659729},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.36329999566078186},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3384000062942505},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.33059999346733093},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3181999921798706},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.3050999939441681},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.29600000381469727},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C2986817661","wikidata":"https://www.wikidata.org/wiki/Q185698","display_name":"Research methodology","level":3,"score":0.2867000102996826},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.28439998626708984},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.2773999869823456},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.27059999108314514}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-14430-0_6","doi":"https://doi.org/10.1007/978-3-032-14430-0_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-14430-0_6","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"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 in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.975600004196167,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W20847367","https://openalex.org/W1493117444","https://openalex.org/W1927917417","https://openalex.org/W2049026378","https://openalex.org/W2122534729","https://openalex.org/W2123184471","https://openalex.org/W2981863007","https://openalex.org/W4232022303","https://openalex.org/W7133224126"],"related_works":["https://openalex.org/W7221480724","https://openalex.org/W4403775975","https://openalex.org/W6968233021","https://openalex.org/W4392880319","https://openalex.org/W4393376799","https://openalex.org/W7159615890","https://openalex.org/W4411270460","https://openalex.org/W7223027975","https://openalex.org/W7217065510","https://openalex.org/W7160578428"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-15T12:55:33.944570","created_date":"2026-02-03T00:00:00"}
