{"id":"https://openalex.org/W1806261122","doi":"https://doi.org/10.1007/11876663_11","title":"Bayesian Student Models Based on Item to Item Knowledge Structures","display_name":"Bayesian Student Models Based on Item to Item Knowledge Structures","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1806261122","doi":"https://doi.org/10.1007/11876663_11","mag":"1806261122"},"language":"en","primary_location":{"id":"doi:10.1007/11876663_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11876663_11","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/A5005514400","display_name":"Michel C. Desmarais","orcid":"https://orcid.org/0000-0002-2990-1078"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Michel C. Desmarais","raw_affiliation_strings":["\u00c9cole Polytechnique de Montr\u00e9al,","\u00c9cole Polytechnique de Montr\u00e9al, \u00a0","Ecole Polytechnique de Montr\u00e9al,"],"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique de Montr\u00e9al,","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"\u00c9cole Polytechnique de Montr\u00e9al, \u00a0","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"Ecole Polytechnique de Montr\u00e9al,","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060006763","display_name":"Michel Gagnon","orcid":"https://orcid.org/0000-0001-6158-9574"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Michel Gagnon","raw_affiliation_strings":["\u00c9cole Polytechnique de Montr\u00e9al,","\u00c9cole Polytechnique de Montr\u00e9al, \u00a0","Ecole Polytechnique de Montr\u00e9al,"],"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique de Montr\u00e9al,","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"\u00c9cole Polytechnique de Montr\u00e9al, \u00a0","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"Ecole Polytechnique de Montr\u00e9al,","institution_ids":["https://openalex.org/I45683168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005514400"],"corresponding_institution_ids":["https://openalex.org/I45683168"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.8089,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.85802567,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"124"},"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":0.9995999932289124,"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":0.9995999932289124,"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":0.993399977684021,"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/T10028","display_name":"Topic Modeling","score":0.9815999865531921,"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":0.7961943745613098},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.772392749786377},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5891590118408203},{"id":"https://openalex.org/keywords/bayesian-statistics","display_name":"Bayesian statistics","score":0.5427634119987488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5109180808067322},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5102975368499756},{"id":"https://openalex.org/keywords/item-response-theory","display_name":"Item response theory","score":0.45576366782188416},{"id":"https://openalex.org/keywords/variable-order-bayesian-network","display_name":"Variable-order Bayesian network","score":0.4384186267852783},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.42290306091308594},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.34859752655029297},{"id":"https://openalex.org/keywords/psychometrics","display_name":"Psychometrics","score":0.08955898880958557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08341348171234131},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07880884408950806}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7961943745613098},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.772392749786377},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5891590118408203},{"id":"https://openalex.org/C101112237","wikidata":"https://www.wikidata.org/wiki/Q4874481","display_name":"Bayesian statistics","level":4,"score":0.5427634119987488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5109180808067322},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5102975368499756},{"id":"https://openalex.org/C19875794","wikidata":"https://www.wikidata.org/wiki/Q1207340","display_name":"Item response theory","level":3,"score":0.45576366782188416},{"id":"https://openalex.org/C71983512","wikidata":"https://www.wikidata.org/wiki/Q7915687","display_name":"Variable-order Bayesian network","level":4,"score":0.4384186267852783},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.42290306091308594},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.34859752655029297},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.08955898880958557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08341348171234131},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07880884408950806}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/11876663_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11876663_11","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:CiteSeerX.psu:10.1.1.140.7487","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.7487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.professeurs.polymtl.ca/michel.desmarais/Publications-Michel/ectel2006.pdf","raw_type":"text"},{"id":"pmh:oai:publications.polymtl.ca:23170","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/23170/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Communication de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.75,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W53364377","https://openalex.org/W1507684149","https://openalex.org/W1524326598","https://openalex.org/W1529098247","https://openalex.org/W1608790930","https://openalex.org/W1719419634","https://openalex.org/W1923655733","https://openalex.org/W1968455934","https://openalex.org/W2008906462","https://openalex.org/W2011390589","https://openalex.org/W2080828514","https://openalex.org/W2088683127","https://openalex.org/W2096825694","https://openalex.org/W2136208491","https://openalex.org/W2140785063","https://openalex.org/W2146406076","https://openalex.org/W2163166770","https://openalex.org/W2171265988","https://openalex.org/W2591957553","https://openalex.org/W2622131335","https://openalex.org/W2979006918","https://openalex.org/W3023863575","https://openalex.org/W4247424885","https://openalex.org/W4300995828","https://openalex.org/W4301208911","https://openalex.org/W4302423442"],"related_works":["https://openalex.org/W2383034311","https://openalex.org/W2592745513","https://openalex.org/W2169561303","https://openalex.org/W2570816834","https://openalex.org/W2006239736","https://openalex.org/W2604705913","https://openalex.org/W4328114192","https://openalex.org/W2352852554","https://openalex.org/W1484024982","https://openalex.org/W4308145032"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}