{"id":"https://openalex.org/W4366808710","doi":"https://doi.org/10.5220/0011964700003470","title":"Adapting Is Difficult! Introducing a Generic Adaptive Learning Framework for Learner Modeling and Task Recommendation Based on Dynamic Bayesian Networks","display_name":"Adapting Is Difficult! Introducing a Generic Adaptive Learning Framework for Learner Modeling and Task Recommendation Based on Dynamic Bayesian Networks","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4366808710","doi":"https://doi.org/10.5220/0011964700003470"},"language":"en","primary_location":{"id":"doi:10.5220/0011964700003470","doi":"https://doi.org/10.5220/0011964700003470","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011964700003470","pdf_url":null,"source":{"id":"https://openalex.org/S4306419270","display_name":"International Conference on Computer Supported Education","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0011964700003470","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047437283","display_name":"Florian Gnadlinger","orcid":"https://orcid.org/0000-0003-4569-9671","observed_orcids":["https://orcid.org/0000-0003-4569-9671"]},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]},{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ","DE"],"is_corresponding":false,"raw_author_name":"Florian Gnadlinger","raw_affiliation_strings":["Faculty of Computer Science, Communication, and Economics, University of Applied Sciences Berlin, Germany, --- Select a Country ---","Faculty of Informatics, Masaryk University, Czech Republic, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Communication, and Economics, University of Applied Sciences Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I129643931"]},{"raw_affiliation_string":"Faculty of Informatics, Masaryk University, Czech Republic, --- Select a Country ---","institution_ids":["https://openalex.org/I21449261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051845911","display_name":"Andr\u00e9 Selmanagi\u0107","orcid":"https://orcid.org/0000-0002-6457-2791","observed_orcids":["https://orcid.org/0000-0002-6457-2791"]},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Selmanagi\u0107","raw_affiliation_strings":["Faculty of Computer Science, Communication, and Economics, University of Applied Sciences Berlin, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Communication, and Economics, University of Applied Sciences Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I129643931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065288785","display_name":"Katharina Simbeck","orcid":"https://orcid.org/0000-0001-6792-461X","observed_orcids":["https://orcid.org/0000-0001-6792-461X"]},"institutions":[{"id":"https://openalex.org/I129643931","display_name":"Berliner Hochschule f\u00fcr Technik","ror":"https://ror.org/00w7whj55","country_code":"DE","type":"education","lineage":["https://openalex.org/I129643931"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Katharina Simbeck","raw_affiliation_strings":["Faculty of Computer Science, Communication, and Economics, University of Applied Sciences Berlin, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Communication, and Economics, University of Applied Sciences Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I129643931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012636375","display_name":"Simone Kriglstein","orcid":"https://orcid.org/0000-0001-7817-5589","observed_orcids":["https://orcid.org/0000-0001-7817-5589"]},"institutions":[{"id":"https://openalex.org/I21449261","display_name":"Masaryk University","ror":"https://ror.org/02j46qs45","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21449261"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Simone Kriglstein","raw_affiliation_strings":["Faculty of Informatics, Masaryk University, Czech Republic, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Informatics, Masaryk University, Czech Republic, --- Select a Country ---","institution_ids":["https://openalex.org/I21449261"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8113,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.76180716,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"272","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9984999895095825,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.0005000000237487257,"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/adaptive-learning","display_name":"adaptive learning","score":0.7289999723434448},{"id":"https://openalex.org/keywords/student-modeling","display_name":"student modeling","score":0.9210000038146973},{"id":"https://openalex.org/keywords/task-recommendation","display_name":"task recommendation","score":0.9909999966621399},{"id":"https://openalex.org/keywords/dynamic-bayesian-networks","display_name":"dynamic Bayesian networks","score":0.9860000014305115},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"personalized learning","score":0.49300000071525574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8478659391403198},{"id":"https://openalex.org/C82142266","wikidata":"https://www.wikidata.org/wiki/Q3456604","display_name":"Dynamic Bayesian network","level":3,"score":0.6808419227600098},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6788423657417297},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6203132271766663},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48993629217147827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4700314700603485},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.45950859785079956},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08776593208312988},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07689067721366882}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0011964700003470","doi":"https://doi.org/10.5220/0011964700003470","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011964700003470","pdf_url":null,"source":{"id":"https://openalex.org/S4306419270","display_name":"International Conference on Computer Supported Education","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Computer Supported Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0011964700003470","doi":"https://doi.org/10.5220/0011964700003470","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011964700003470","pdf_url":null,"source":{"id":"https://openalex.org/S4306419270","display_name":"International Conference on Computer Supported Education","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8278999924659729,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4281638736","https://openalex.org/W2751387678","https://openalex.org/W3041029960","https://openalex.org/W2425825959","https://openalex.org/W4410191162","https://openalex.org/W2921220984","https://openalex.org/W6903676661","https://openalex.org/W7143495918","https://openalex.org/W7048894641","https://openalex.org/W4214508030"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-04-25T00:00:00"}
