{"id":"https://openalex.org/W2312367479","doi":"https://doi.org/10.1007/978-3-319-31232-3_16","title":"Using Bayesian Networks for Knowledge Representation and Evaluation in Intelligent Tutoring Systems","display_name":"Using Bayesian Networks for Knowledge Representation and Evaluation in Intelligent Tutoring Systems","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2312367479","doi":"https://doi.org/10.1007/978-3-319-31232-3_16","mag":"2312367479"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-31232-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-31232-3_16","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5113725498","display_name":"Ramirez-Noriega Alan","orcid":null},"institutions":[{"id":"https://openalex.org/I173664879","display_name":"Universidad Aut\u00f3noma de Baja California","ror":"https://ror.org/05xwcq167","country_code":"MX","type":"education","lineage":["https://openalex.org/I173664879"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Ramirez-Noriega Alan","raw_affiliation_strings":["Autonomous University of Baja California, Baja California, Mexico"],"affiliations":[{"raw_affiliation_string":"Autonomous University of Baja California, Baja California, Mexico","institution_ids":["https://openalex.org/I173664879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109278952","display_name":"Juarez-Ramirez Reyes","orcid":null},"institutions":[{"id":"https://openalex.org/I173664879","display_name":"Universidad Aut\u00f3noma de Baja California","ror":"https://ror.org/05xwcq167","country_code":"MX","type":"education","lineage":["https://openalex.org/I173664879"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Juarez-Ramirez Reyes","raw_affiliation_strings":["Autonomous University of Baja California, Baja California, Mexico"],"affiliations":[{"raw_affiliation_string":"Autonomous University of Baja California, Baja California, Mexico","institution_ids":["https://openalex.org/I173664879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109278953","display_name":"Martinez-Ramirez Yobani","orcid":null},"institutions":[{"id":"https://openalex.org/I196375840","display_name":"Autonomous University of Sinaloa","ror":"https://ror.org/05g1mh260","country_code":"MX","type":"education","lineage":["https://openalex.org/I196375840"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Martinez-Ramirez Yobani","raw_affiliation_strings":["Autonomous University of Sinaloa, Sinaloa, Mexico"],"affiliations":[{"raw_affiliation_string":"Autonomous University of Sinaloa, Sinaloa, Mexico","institution_ids":["https://openalex.org/I196375840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108760094","display_name":"Jimenez Samantha","orcid":null},"institutions":[{"id":"https://openalex.org/I173664879","display_name":"Universidad Aut\u00f3noma de Baja California","ror":"https://ror.org/05xwcq167","country_code":"MX","type":"education","lineage":["https://openalex.org/I173664879"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jimenez Samantha","raw_affiliation_strings":["Autonomous University of Baja California, Baja California, Mexico"],"affiliations":[{"raw_affiliation_string":"Autonomous University of Baja California, Baja California, Mexico","institution_ids":["https://openalex.org/I173664879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112641406","display_name":"Inzunza Sergio","orcid":null},"institutions":[{"id":"https://openalex.org/I173664879","display_name":"Universidad Aut\u00f3noma de Baja California","ror":"https://ror.org/05xwcq167","country_code":"MX","type":"education","lineage":["https://openalex.org/I173664879"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Inzunza Sergio","raw_affiliation_strings":["Autonomous University of Baja California, Baja California, Mexico"],"affiliations":[{"raw_affiliation_string":"Autonomous University of Baja California, Baja California, Mexico","institution_ids":["https://openalex.org/I173664879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5113725498"],"corresponding_institution_ids":["https://openalex.org/I173664879"],"apc_list":null,"apc_paid":null,"fwci":0.6773,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65054884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"178"},"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":0.995199978351593,"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":0.995199978351593,"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":0.978600025177002,"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":0.9772999882698059,"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/bayesian-network","display_name":"Bayesian network","score":0.854156494140625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7688084840774536},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6122811436653137},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6043198108673096},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5688368678092957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.559731662273407},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.5035294890403748},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.49942779541015625},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.4956549406051636},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.45938852429389954},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4495925307273865},{"id":"https://openalex.org/keywords/intelligent-tutoring-system","display_name":"Intelligent tutoring system","score":0.4386778771877289},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4253031015396118},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35360389947891235},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07868793606758118},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07523933053016663},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.0676727294921875}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.854156494140625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7688084840774536},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6122811436653137},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6043198108673096},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5688368678092957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.559731662273407},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.5035294890403748},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.49942779541015625},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.4956549406051636},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.45938852429389954},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4495925307273865},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.4386778771877289},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4253031015396118},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35360389947891235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07868793606758118},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07523933053016663},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0676727294921875},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-31232-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-31232-3_16","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W58106700","https://openalex.org/W79768102","https://openalex.org/W1497508234","https://openalex.org/W1503800638","https://openalex.org/W1514349683","https://openalex.org/W1974433018","https://openalex.org/W1980406130","https://openalex.org/W1984938651","https://openalex.org/W2000298127","https://openalex.org/W2014171223","https://openalex.org/W2024773149","https://openalex.org/W2033172090","https://openalex.org/W2058270615","https://openalex.org/W2060940446","https://openalex.org/W2069082780","https://openalex.org/W2092972179","https://openalex.org/W2094062605","https://openalex.org/W2146696823","https://openalex.org/W2183945923","https://openalex.org/W2397847455","https://openalex.org/W4241155259","https://openalex.org/W4256752910"],"related_works":["https://openalex.org/W2348824752","https://openalex.org/W2126191795","https://openalex.org/W2022616024","https://openalex.org/W2351351617","https://openalex.org/W116602806","https://openalex.org/W2134513264","https://openalex.org/W4386840792","https://openalex.org/W2381179229","https://openalex.org/W2196773841","https://openalex.org/W2223645844"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
