{"id":"https://openalex.org/W182463617","doi":"https://doi.org/10.1007/978-3-642-38844-6_19","title":"Utilizing Dynamic Bayes Nets to Improve Early Prediction Models of Self-regulated Learning","display_name":"Utilizing Dynamic Bayes Nets to Improve Early Prediction Models of Self-regulated Learning","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W182463617","doi":"https://doi.org/10.1007/978-3-642-38844-6_19","mag":"182463617"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-38844-6_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-38844-6_19","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/A5059523065","display_name":"Jennifer Sabourin","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jennifer Sabourin","raw_affiliation_strings":["North Carolina State University, Raleigh, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, North Carolina, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089705996","display_name":"Bradford Mott","orcid":"https://orcid.org/0000-0003-3303-4699"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradford Mott","raw_affiliation_strings":["North Carolina State University, Raleigh, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, North Carolina, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074470380","display_name":"James C. Lester","orcid":"https://orcid.org/0000-0003-1481-6601"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Lester","raw_affiliation_strings":["North Carolina State University, Raleigh, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, North Carolina, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059523065"],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.897,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.94109913,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"228","last_page":"241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9993000030517578,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9993000030517578,"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/T11122","display_name":"Online Learning and Analytics","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9988999962806702,"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":0.7495429515838623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5045865774154663},{"id":"https://openalex.org/keywords/self-regulated-learning","display_name":"Self-regulated learning","score":0.46352726221084595},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42070746421813965},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4169153571128845},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.4142364263534546},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.25720810890197754},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1567198634147644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7495429515838623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5045865774154663},{"id":"https://openalex.org/C2776503756","wikidata":"https://www.wikidata.org/wiki/Q1424497","display_name":"Self-regulated learning","level":2,"score":0.46352726221084595},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42070746421813965},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4169153571128845},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4142364263534546},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.25720810890197754},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1567198634147644}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-38844-6_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-38844-6_19","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:10.1.1.724.9806","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.724.9806","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www4.ncsu.edu/%7Ejlrobiso/papers/umap2013.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W23702247","https://openalex.org/W38622563","https://openalex.org/W74312457","https://openalex.org/W116037754","https://openalex.org/W208056598","https://openalex.org/W973843712","https://openalex.org/W1489662812","https://openalex.org/W1516591325","https://openalex.org/W1574618308","https://openalex.org/W1578897660","https://openalex.org/W1597703949","https://openalex.org/W1811740382","https://openalex.org/W1971746982","https://openalex.org/W1976637107","https://openalex.org/W1992545850","https://openalex.org/W2001458884","https://openalex.org/W2013811491","https://openalex.org/W2015040676","https://openalex.org/W2029930609","https://openalex.org/W2035261094","https://openalex.org/W2061319836","https://openalex.org/W2063898208","https://openalex.org/W2064482980","https://openalex.org/W2064754950","https://openalex.org/W2072035149","https://openalex.org/W2078054225","https://openalex.org/W2090787084","https://openalex.org/W2093529413","https://openalex.org/W2098880898","https://openalex.org/W2100730338","https://openalex.org/W2106760415","https://openalex.org/W2115820410","https://openalex.org/W2121475339","https://openalex.org/W2121704561","https://openalex.org/W2122075206","https://openalex.org/W2130184745","https://openalex.org/W2136757566","https://openalex.org/W2140754550","https://openalex.org/W2150454725","https://openalex.org/W2151102910","https://openalex.org/W2157535018","https://openalex.org/W2158703238","https://openalex.org/W2163721389","https://openalex.org/W2196092571","https://openalex.org/W2401366296","https://openalex.org/W2751318774","https://openalex.org/W2900379571","https://openalex.org/W3215163677","https://openalex.org/W4231060294","https://openalex.org/W4254451175","https://openalex.org/W4298513266"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
