{"id":"https://openalex.org/W4376479125","doi":"https://doi.org/10.1007/978-981-99-2385-4_14","title":"A Knowledge Tracing Model Based on\u00a0Graph Attention Mechanism and\u00a0Incorporating External Features","display_name":"A Knowledge Tracing Model Based on\u00a0Graph Attention Mechanism and\u00a0Incorporating External Features","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4376479125","doi":"https://doi.org/10.1007/978-981-99-2385-4_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-2385-4_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-2385-4_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5044308044","display_name":"Jianwei Cen","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Cen","raw_affiliation_strings":["School of Artificial Intelligence, South China Normal University, Foshan, 528225, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, South China Normal University, Foshan, 528225, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081129689","display_name":"Zhengyang Wu","orcid":"https://orcid.org/0000-0002-3171-4618"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhengyang Wu","raw_affiliation_strings":["School of Artificial Intelligence, South China Normal University, Foshan, 528225, China","School of Computer Science, South China Normal University, Guangzhou, 510631, China"],"raw_orcid":"https://orcid.org/0000-0002-3171-4618","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, South China Normal University, Foshan, 528225, China","institution_ids":["https://openalex.org/I187400657"]},{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, 510631, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030101102","display_name":"Li Huang","orcid":"https://orcid.org/0000-0003-0741-4903"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Huang","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, 510631, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, 510631, China","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041622379","display_name":"Zhanxuan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanxuan Chen","raw_affiliation_strings":["School of Computer Science, South China Normal University, Guangzhou, 510631, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, South China Normal University, Guangzhou, 510631, China","institution_ids":["https://openalex.org/I187400657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081129689"],"corresponding_institution_ids":["https://openalex.org/I187400657"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"200"},"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":0.998199999332428,"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":0.998199999332428,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9965000152587891,"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":0.9941999912261963,"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/tracing","display_name":"Tracing","score":0.7944517731666565},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6773543953895569},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6720032095909119},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5352339148521423},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33897170424461365},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.24453336000442505},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0746813416481018},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.05786776542663574},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.05619513988494873}],"concepts":[{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.7944517731666565},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6773543953895569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6720032095909119},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5352339148521423},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33897170424461365},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.24453336000442505},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0746813416481018},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.05786776542663574},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.05619513988494873}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-2385-4_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-2385-4_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1970209023","https://openalex.org/W2015040676","https://openalex.org/W2066816090","https://openalex.org/W2083583549","https://openalex.org/W2096825694","https://openalex.org/W2116341502","https://openalex.org/W2157825442","https://openalex.org/W2520378320","https://openalex.org/W2559094423","https://openalex.org/W2980472839","https://openalex.org/W3033050543","https://openalex.org/W3035442578","https://openalex.org/W3043869244","https://openalex.org/W3197400233","https://openalex.org/W4205614329","https://openalex.org/W4226487961","https://openalex.org/W6600175266","https://openalex.org/W6605540949","https://openalex.org/W6621483976"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2888673113","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2212288070","https://openalex.org/W2056065966","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}