{"id":"https://openalex.org/W3040908311","doi":"https://doi.org/10.1007/978-3-030-50788-6_18","title":"Bayesian Student Modeling in the AC&NL Tutor","display_name":"Bayesian Student Modeling in the AC&NL Tutor","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3040908311","doi":"https://doi.org/10.1007/978-3-030-50788-6_18","mag":"3040908311"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-50788-6_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50788-6_18","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":"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/A5075486067","display_name":"Ines \u0160ari\u0107\u2010Grgi\u0107","orcid":"https://orcid.org/0000-0002-9247-8890"},"institutions":[{"id":"https://openalex.org/I92251255","display_name":"University of Split","ror":"https://ror.org/00m31ft63","country_code":"HR","type":"education","lineage":["https://openalex.org/I92251255"]}],"countries":["HR"],"is_corresponding":true,"raw_author_name":"Ines \u0160ari\u0107-Grgi\u0107","raw_affiliation_strings":["Faculty of Science, University of Split, Split, Croatia"],"raw_orcid":"https://orcid.org/0000-0002-9247-8890","affiliations":[{"raw_affiliation_string":"Faculty of Science, University of Split, Split, Croatia","institution_ids":["https://openalex.org/I92251255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057973184","display_name":"Ani Grubi\u0161i\u0107","orcid":"https://orcid.org/0000-0003-4313-7851"},"institutions":[{"id":"https://openalex.org/I92251255","display_name":"University of Split","ror":"https://ror.org/00m31ft63","country_code":"HR","type":"education","lineage":["https://openalex.org/I92251255"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Ani Grubi\u0161i\u0107","raw_affiliation_strings":["Faculty of Science, University of Split, Split, Croatia"],"raw_orcid":"https://orcid.org/0000-0003-4313-7851","affiliations":[{"raw_affiliation_string":"Faculty of Science, University of Split, Split, Croatia","institution_ids":["https://openalex.org/I92251255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038741189","display_name":"Branko \u017ditko","orcid":"https://orcid.org/0000-0001-8946-0916"},"institutions":[{"id":"https://openalex.org/I92251255","display_name":"University of Split","ror":"https://ror.org/00m31ft63","country_code":"HR","type":"education","lineage":["https://openalex.org/I92251255"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Branko \u017ditko","raw_affiliation_strings":["Faculty of Science, University of Split, Split, Croatia"],"raw_orcid":"https://orcid.org/0000-0001-8946-0916","affiliations":[{"raw_affiliation_string":"Faculty of Science, University of Split, Split, Croatia","institution_ids":["https://openalex.org/I92251255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002338526","display_name":"Slavomir Stankov","orcid":"https://orcid.org/0000-0001-8997-7050"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Slavomir Stankov","raw_affiliation_strings":["Split, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Split, Croatia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007030995","display_name":"Angelina Ga\u0161par","orcid":"https://orcid.org/0000-0002-4472-8648"},"institutions":[{"id":"https://openalex.org/I92251255","display_name":"University of Split","ror":"https://ror.org/00m31ft63","country_code":"HR","type":"education","lineage":["https://openalex.org/I92251255"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Angelina Ga\u0161par","raw_affiliation_strings":["Catholic Faculty of Theology, University of Split, Split, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Catholic Faculty of Theology, University of Split, Split, Croatia","institution_ids":["https://openalex.org/I92251255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007689922","display_name":"Suzana Toma\u0161","orcid":"https://orcid.org/0000-0002-7170-190X"},"institutions":[{"id":"https://openalex.org/I92251255","display_name":"University of Split","ror":"https://ror.org/00m31ft63","country_code":"HR","type":"education","lineage":["https://openalex.org/I92251255"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Suzana Toma\u0161","raw_affiliation_strings":["Faculty of Humanities and Social Sciences, University of Split, Split, Croatia"],"raw_orcid":"https://orcid.org/0000-0002-7170-190X","affiliations":[{"raw_affiliation_string":"Faculty of Humanities and Social Sciences, University of Split, Split, Croatia","institution_ids":["https://openalex.org/I92251255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043739171","display_name":"Daniel Vasi\u0107","orcid":"https://orcid.org/0000-0002-7713-8396"},"institutions":[{"id":"https://openalex.org/I150934001","display_name":"University of Mostar","ror":"https://ror.org/00v89p354","country_code":"BA","type":"education","lineage":["https://openalex.org/I150934001"]}],"countries":["BA"],"is_corresponding":false,"raw_author_name":"Daniel Vasi\u0107","raw_affiliation_strings":["Faculty of Science and Education, University of Mostar, Mostar, Bosnia and Herzegovina"],"raw_orcid":"https://orcid.org/0000-0002-7713-8396","affiliations":[{"raw_affiliation_string":"Faculty of Science and Education, University of Mostar, Mostar, Bosnia and Herzegovina","institution_ids":["https://openalex.org/I150934001"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5075486067"],"corresponding_institution_ids":["https://openalex.org/I92251255"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10843373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"245","last_page":"257"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9925000071525574,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9697999954223633,"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":0.8215099573135376},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.7791467905044556},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6475551128387451},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6290938854217529},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5792272686958313},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.5609609484672546},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.5477534532546997},{"id":"https://openalex.org/keywords/tutor","display_name":"TUTOR","score":0.5371986031532288},{"id":"https://openalex.org/keywords/conditional-probability","display_name":"Conditional probability","score":0.5329246520996094},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4937070310115814},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4518413841724396},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.44884192943573},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.42165204882621765},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3694479465484619},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09561896324157715}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8215099573135376},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.7791467905044556},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6475551128387451},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6290938854217529},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5792272686958313},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.5609609484672546},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.5477534532546997},{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.5371986031532288},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.5329246520996094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4937070310115814},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4518413841724396},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.44884192943573},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.42165204882621765},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3694479465484619},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09561896324157715},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-50788-6_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50788-6_18","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W15537341","https://openalex.org/W1593700574","https://openalex.org/W1597703949","https://openalex.org/W1727842927","https://openalex.org/W1981119341","https://openalex.org/W1982013023","https://openalex.org/W2015040676","https://openalex.org/W2097424976","https://openalex.org/W2117122404","https://openalex.org/W2146856593","https://openalex.org/W2615786590","https://openalex.org/W2963632944","https://openalex.org/W4230150613","https://openalex.org/W4250143236"],"related_works":["https://openalex.org/W1596001864","https://openalex.org/W3183113072","https://openalex.org/W2187019487","https://openalex.org/W1957838579","https://openalex.org/W2141180045","https://openalex.org/W1715419791","https://openalex.org/W2186042078","https://openalex.org/W1931182173","https://openalex.org/W643788828","https://openalex.org/W1629355448"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}