{"id":"https://openalex.org/W1620001706","doi":"https://doi.org/10.3233/978-1-60750-028-5-731","title":"From Cognitive to Pedagogical Knowledge Models in Problem-Solving ITS Frameworks","display_name":"From Cognitive to Pedagogical Knowledge Models in Problem-Solving ITS Frameworks","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1620001706","doi":"https://doi.org/10.3233/978-1-60750-028-5-731","mag":"1620001706"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-60750-028-5-731","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-028-5-731","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","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":null,"display_name":"Lebeau Jean-Fran&ccedil;ois","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Lebeau Jean-Fran&ccedil;ois","raw_affiliation_strings":["Universit\u00e9 de Sherbrooke  Quebec Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Sherbrooke  Quebec Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fortin Mika&euml;l","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fortin Mika&euml;l","raw_affiliation_strings":["Universit\u00e9 de Sherbrooke  Quebec Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Sherbrooke  Quebec Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Paquette Luc","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Paquette Luc","raw_affiliation_strings":["Universit\u00e9 de Sherbrooke  Quebec Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Sherbrooke  Quebec Canada","institution_ids":["https://openalex.org/I135117807"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mayers Andr&eacute;","orcid":null},"institutions":[{"id":"https://openalex.org/I135117807","display_name":"Universit\u00e9 de Sherbrooke","ror":"https://ror.org/00kybxq39","country_code":"CA","type":"education","lineage":["https://openalex.org/I135117807"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mayers Andr&eacute;","raw_affiliation_strings":["Universit\u00e9 de Sherbrooke  Quebec Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Sherbrooke  Quebec Canada","institution_ids":["https://openalex.org/I135117807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I135117807"],"apc_list":null,"apc_paid":null,"fwci":0.5919,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69224614,"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":"731","last_page":"733"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9916999936103821,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.954200029373169,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.5771455764770508},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5766809582710266},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4339069724082947},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4173709750175476},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.37484097480773926},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3487241864204407},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.1230907142162323},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11820265650749207},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11174425482749939}],"concepts":[{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.5771455764770508},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5766809582710266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4339069724082947},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4173709750175476},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.37484097480773926},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3487241864204407},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.1230907142162323},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11820265650749207},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11174425482749939}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-60750-028-5-731","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-028-5-731","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:1620001706","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/aied/aied2009.html#LebeauFPM09","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Artificial Intelligence in Education","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W19828709","https://openalex.org/W1492339772","https://openalex.org/W1517725046","https://openalex.org/W1549661237","https://openalex.org/W1765030997","https://openalex.org/W2108080737","https://openalex.org/W2112564774","https://openalex.org/W2163640453"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W2077865380","https://openalex.org/W3006817050","https://openalex.org/W2081348319","https://openalex.org/W1974622901","https://openalex.org/W4248151009","https://openalex.org/W3127991229","https://openalex.org/W2074627502"],"abstract_inverted_index":{"To":[0],"reduce":[1],"the":[2,22],"prohibitive":[3],"efforts":[4],"associated":[5],"to":[6,21,53],"problem-solving":[7],"ITS,":[8],"a":[9,29,47],"domain-independent":[10],"framework":[11],"can":[12,45],"be":[13],"developed.":[14],"In":[15],"this":[16],"paper,":[17],"we":[18],"compare":[19],"ASTUS":[20,43],"MTT":[23],"architecture":[24],"with":[25],"examples":[26],"drawn":[27],"from":[28],"scatter":[30],"plot":[31],"tutor.":[32],"We":[33],"show":[34],"that":[35,41],"both":[36],"approaches":[37],"are":[38],"similar,":[39],"but":[40],"an":[42],"tutor":[44],"exhibit":[46],"more":[48],"sophisticated":[49],"tutoring":[50],"behavior":[51],"thanks":[52],"its":[54],"&amp;ldquo;pedagogical":[55],"knowledge":[56],"model&amp;rdquo;.":[57]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2016-06-24T00:00:00"}
