{"id":"https://openalex.org/W4402901161","doi":"https://doi.org/10.1007/978-3-031-65691-0_5","title":"Scalable Personalized Education in the Age of GenAI: The Potential and Challenges of the PolyGloT Framework","display_name":"Scalable Personalized Education in the Age of GenAI: The Potential and Challenges of the PolyGloT Framework","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402901161","doi":"https://doi.org/10.1007/978-3-031-65691-0_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-65691-0_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-65691-0_5","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"General Aspects of Applying Generative AI in Higher Education","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/A5033797206","display_name":"Antonio Bucchiarone","orcid":"https://orcid.org/0000-0003-1154-1382"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio Bucchiarone","raw_affiliation_strings":["Motivational Digital Systems (MoDiS) - Fondazione Bruno Kessler (FBK), Trento, Italy","Motivational Digital Systems (MoDiS) unit at Fondazione Bruno Kessler (FBK), Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Motivational Digital Systems (MoDiS) - Fondazione Bruno Kessler (FBK), Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]},{"raw_affiliation_string":"Motivational Digital Systems (MoDiS) unit at Fondazione Bruno Kessler (FBK), Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047561206","display_name":"Tommaso Martorella","orcid":"https://orcid.org/0000-0003-0136-4503"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tommaso Martorella","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092558751","display_name":"Davide Frageri","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Frageri","raw_affiliation_strings":["Universita\u2019 degli Studi di Trento, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universita\u2019 degli Studi di Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111950134","display_name":"F. Adami","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Adami","raw_affiliation_strings":["Universita\u2019 degli Studi di Trento, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universita\u2019 degli Studi di Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107647687","display_name":"Tommaso Guidolin","orcid":null},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Guidolin","raw_affiliation_strings":["Universita\u2019 degli Studi di Trento, Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universita\u2019 degli Studi di Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033797206"],"corresponding_institution_ids":["https://openalex.org/I2277624104"],"apc_list":null,"apc_paid":null,"fwci":2.0087,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87941878,"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":"69","last_page":"100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9871000051498413,"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"}},{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","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"}}],"keywords":[{"id":"https://openalex.org/keywords/polyglot","display_name":"Polyglot","score":0.9922077655792236},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8125146627426147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.615576982498169},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32771581411361694},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10601535439491272},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.05842399597167969}],"concepts":[{"id":"https://openalex.org/C2780239667","wikidata":"https://www.wikidata.org/wiki/Q2102850","display_name":"Polyglot","level":2,"score":0.9922077655792236},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8125146627426147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.615576982498169},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32771581411361694},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10601535439491272},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.05842399597167969}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-65691-0_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-65691-0_5","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"General Aspects of Applying Generative AI in Higher Education","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W230233429","https://openalex.org/W650350307","https://openalex.org/W1500842519","https://openalex.org/W1950434568","https://openalex.org/W1987744554","https://openalex.org/W1995864528","https://openalex.org/W2015040676","https://openalex.org/W2023718959","https://openalex.org/W2049080106","https://openalex.org/W2082496272","https://openalex.org/W2086956503","https://openalex.org/W2110661236","https://openalex.org/W2131566901","https://openalex.org/W2148836950","https://openalex.org/W2151436803","https://openalex.org/W2161630514","https://openalex.org/W2251007294","https://openalex.org/W2735031710","https://openalex.org/W2778544210","https://openalex.org/W2917866446","https://openalex.org/W2940983426","https://openalex.org/W2949109425","https://openalex.org/W2973199373","https://openalex.org/W3000065748","https://openalex.org/W3002947507","https://openalex.org/W3021584842","https://openalex.org/W3036177938","https://openalex.org/W3099702889","https://openalex.org/W3127845796","https://openalex.org/W3137265661","https://openalex.org/W3157202587","https://openalex.org/W3158407758","https://openalex.org/W3165290256","https://openalex.org/W3173697814","https://openalex.org/W4283518084","https://openalex.org/W4295678568","https://openalex.org/W4307030359","https://openalex.org/W4310972872","https://openalex.org/W4323033692","https://openalex.org/W4323033785","https://openalex.org/W4377865152","https://openalex.org/W4379538601","https://openalex.org/W4382463660","https://openalex.org/W4383046644","https://openalex.org/W4385849030","https://openalex.org/W4390315357","https://openalex.org/W4390897568","https://openalex.org/W4391584331","https://openalex.org/W4392772072","https://openalex.org/W4392858382","https://openalex.org/W4393156935","https://openalex.org/W4393161262","https://openalex.org/W4393969174","https://openalex.org/W4402345999","https://openalex.org/W6621483976","https://openalex.org/W6747731680","https://openalex.org/W6800751262","https://openalex.org/W6806723616"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4243497717","https://openalex.org/W4393571790","https://openalex.org/W3021456553","https://openalex.org/W4393815655","https://openalex.org/W4287790127","https://openalex.org/W4250712637","https://openalex.org/W2808156294","https://openalex.org/W3034786336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}