{"id":"https://openalex.org/W4412496668","doi":"https://doi.org/10.1007/978-3-031-98462-4_48","title":"Beyond Programming Assistance Towards the\u00a0Integration of\u00a0Generative AI into Computer Science Education: A Scoping Review","display_name":"Beyond Programming Assistance Towards the\u00a0Integration of\u00a0Generative AI into Computer Science Education: A Scoping Review","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412496668","doi":"https://doi.org/10.1007/978-3-031-98462-4_48"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-98462-4_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98462-4_48","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05144341v1/file/EPIAGEN___AIED__short_paper_preprint.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119014857","display_name":"Sonia Proust-Androwkha","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sonia Proust-Androwkha","raw_affiliation_strings":["Universit\u00e9 de Sherbrooke, Sherbrooke, Canada"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Sherbrooke, Sherbrooke, Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085480866","display_name":"Val\u00e9ry Psych\u00e9","orcid":"https://orcid.org/0009-0003-7299-7807"},"institutions":[{"id":"https://openalex.org/I200745827","display_name":"Universit\u00e9 T\u00c9LUQ","ror":"https://ror.org/007y6q934","country_code":"CA","type":"education","lineage":["https://openalex.org/I200745827","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Val\u00e9ry Psych\u00e9","raw_affiliation_strings":["Universit\u00e9 T\u00c9LUQ, Qu\u00e9bec, Canada"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 T\u00c9LUQ, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I200745827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099241645","display_name":"Revekka Kyriakoglou","orcid":null},"institutions":[{"id":"https://openalex.org/I48825208","display_name":"Universit\u00e9 Paris 8","ror":"https://ror.org/04wez5e68","country_code":"FR","type":"education","lineage":["https://openalex.org/I48825208"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Revekka Kyriakoglou","raw_affiliation_strings":["Universit\u00e9 Paris 8 Vincennes - Saint-Denis, Saint-Denis, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris 8 Vincennes - Saint-Denis, Saint-Denis, France","institution_ids":["https://openalex.org/I48825208"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024821954","display_name":"Anis Boubaker","orcid":"https://orcid.org/0000-0002-8954-6717"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anis Boubaker","raw_affiliation_strings":["\u00c9cole de Technologie Sup\u00e9rieure, Montr\u00e9al, Canada"],"affiliations":[{"raw_affiliation_string":"\u00c9cole de Technologie Sup\u00e9rieure, Montr\u00e9al, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044883485","display_name":"S\u00e9bastien Lall\u00e9","orcid":"https://orcid.org/0000-0003-4460-8336"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Lall\u00e9","raw_affiliation_strings":["Sorbonne Universit\u00e9, CNRS, LIP6, 75005, Paris, France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, CNRS, LIP6, 75005, Paris, France","institution_ids":["https://openalex.org/I4210159731","https://openalex.org/I1294671590","https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052639492","display_name":"Lamprini Chartofylaka","orcid":"https://orcid.org/0000-0003-2369-7843"},"institutions":[{"id":"https://openalex.org/I52585520","display_name":"Universit\u00e9 des Antilles","ror":"https://ror.org/02ryfmr77","country_code":"GP","type":"education","lineage":["https://openalex.org/I52585520"]}],"countries":["GP"],"is_corresponding":false,"raw_author_name":"Lamprini Chartofylaka","raw_affiliation_strings":["Universit\u00e9 des Antilles, Guadeloupe, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 des Antilles, Guadeloupe, France","institution_ids":["https://openalex.org/I52585520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084549363","display_name":"Guilherme Medeiros Machado","orcid":"https://orcid.org/0000-0001-5283-9228"},"institutions":[{"id":"https://openalex.org/I4210116658","display_name":"\u00c9cole Centrale d'\u00c9lectronique","ror":"https://ror.org/02k6n4s14","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210116658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guilherme Medeiros Machado","raw_affiliation_strings":["LyRIDS, \u00c9cole centrale d\u2019\u00e9lectronique, Paris, France"],"affiliations":[{"raw_affiliation_string":"LyRIDS, \u00c9cole centrale d\u2019\u00e9lectronique, Paris, France","institution_ids":["https://openalex.org/I4210116658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031592626","display_name":"Nour El Mawas","orcid":"https://orcid.org/0000-0002-0214-9840"},"institutions":[{"id":"https://openalex.org/I4387152666","display_name":"Centre de Recherche sur les M\u00e9diations","ror":"https://ror.org/04ev1zs55","country_code":null,"type":"facility","lineage":["https://openalex.org/I4387152666","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nour El Mawas","raw_affiliation_strings":["CREM, Universit\u00e9 de Lorraine, Metz, France"],"affiliations":[{"raw_affiliation_string":"CREM, Universit\u00e9 de Lorraine, Metz, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4387152666"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5119014857"],"corresponding_institution_ids":["https://openalex.org/I135117807"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32073955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"380","last_page":"389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9890999794006348,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9890999794006348,"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/T11122","display_name":"Online Learning and Analytics","score":0.9767000079154968,"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/T12128","display_name":"AI in Service Interactions","score":0.9128999710083008,"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":0.819278359413147},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6413874626159668},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4024565815925598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37784239649772644},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37734636664390564},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32664430141448975}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.819278359413147},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6413874626159668},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4024565815925598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37784239649772644},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37734636664390564},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32664430141448975}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-98462-4_48","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-98462-4_48","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-05144341v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05144341","pdf_url":"https://hal.science/hal-05144341v1/file/EPIAGEN___AIED__short_paper_preprint.pdf","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://link.springer.com/chapter/10.1007/978-3-031-98462-4_48","raw_type":"Conference papers"},{"id":"pmh:oai:espace2.etsmtl.ca:31465","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Non \u00e9valu\u00e9 par les pairs"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05144341v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05144341","pdf_url":"https://hal.science/hal-05144341v1/file/EPIAGEN___AIED__short_paper_preprint.pdf","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://link.springer.com/chapter/10.1007/978-3-031-98462-4_48","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G250183075","display_name":"COntent Personalization for skill-building on COmputational Thinking","funder_award_id":"ANR-22-CE38-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412496668.pdf","grobid_xml":"https://content.openalex.org/works/W4412496668.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W2005501262","https://openalex.org/W4255215277","https://openalex.org/W4362472309","https://openalex.org/W4366377796","https://openalex.org/W4379878854","https://openalex.org/W4384834951","https://openalex.org/W4386099272","https://openalex.org/W4386608259","https://openalex.org/W4388221124","https://openalex.org/W4388557469","https://openalex.org/W4390315357","https://openalex.org/W4390490759","https://openalex.org/W4390490886","https://openalex.org/W4390621530","https://openalex.org/W4391417542","https://openalex.org/W4391432468","https://openalex.org/W4392013691","https://openalex.org/W4392542324","https://openalex.org/W4392564770","https://openalex.org/W4393065879","https://openalex.org/W4393161262","https://openalex.org/W4393332443","https://openalex.org/W4394564404","https://openalex.org/W4396734975","https://openalex.org/W4396896417","https://openalex.org/W4398785929","https://openalex.org/W4398796607","https://openalex.org/W4399264699","https://openalex.org/W4399267759","https://openalex.org/W4399409490","https://openalex.org/W4399554371","https://openalex.org/W4400267629","https://openalex.org/W4400267690","https://openalex.org/W4400267701","https://openalex.org/W4400268466","https://openalex.org/W4400268469","https://openalex.org/W4400411008","https://openalex.org/W4400411651","https://openalex.org/W4400412143","https://openalex.org/W4400668040","https://openalex.org/W4401379836","https://openalex.org/W4401379837"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W4383031710","https://openalex.org/W3211753092","https://openalex.org/W2386000789"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}