{"id":"https://openalex.org/W4206930298","doi":"https://doi.org/10.1109/tale52509.2021.9678654","title":"Knowledge Tracing With Learning Memory and Sequence Dependence","display_name":"Knowledge Tracing With Learning Memory and Sequence Dependence","publication_year":2021,"publication_date":"2021-12-05","ids":{"openalex":"https://openalex.org/W4206930298","doi":"https://doi.org/10.1109/tale52509.2021.9678654"},"language":"en","primary_location":{"id":"doi:10.1109/tale52509.2021.9678654","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale52509.2021.9678654","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Engineering, Technology &amp; Education (TALE)","raw_type":"proceedings-article"},"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/A5059988333","display_name":"Xianjing Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianjing Qin","raw_affiliation_strings":["College of Electrical and Control, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450024","display_name":"Zhijun Li","orcid":"https://orcid.org/0000-0002-3909-488X"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijun Li","raw_affiliation_strings":["College of Electrical and Control, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102873084","display_name":"Yang Gao","orcid":"https://orcid.org/0000-0003-0348-2546"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Gao","raw_affiliation_strings":["College of Electrical and Control, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052826092","display_name":"Tonglai Xue","orcid":"https://orcid.org/0000-0003-4091-1952"},"institutions":[{"id":"https://openalex.org/I1456306","display_name":"North China University of Technology","ror":"https://ror.org/01nky7652","country_code":"CN","type":"education","lineage":["https://openalex.org/I1456306"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tonglai Xue","raw_affiliation_strings":["College of Electrical and Control, North China University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical and Control, North China University of Technology, Beijing, China","institution_ids":["https://openalex.org/I1456306"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1456306"],"apc_list":null,"apc_paid":null,"fwci":0.4396,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64852662,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"06"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9959999918937683,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9725000262260437,"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/computer-science","display_name":"Computer science","score":0.7440781593322754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5529108047485352},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5364663600921631},{"id":"https://openalex.org/keywords/sequence-learning","display_name":"Sequence learning","score":0.5002517700195312},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.4936858117580414},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.49267345666885376},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.46642643213272095},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4523582458496094},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4242750108242035},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1544283926486969}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7440781593322754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5529108047485352},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5364663600921631},{"id":"https://openalex.org/C40506919","wikidata":"https://www.wikidata.org/wiki/Q7452469","display_name":"Sequence learning","level":2,"score":0.5002517700195312},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.4936858117580414},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.49267345666885376},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.46642643213272095},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4523582458496094},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4242750108242035},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1544283926486969},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tale52509.2021.9678654","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale52509.2021.9678654","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Engineering, Technology &amp; Education (TALE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"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":22,"referenced_works":["https://openalex.org/W650350307","https://openalex.org/W1514907448","https://openalex.org/W1597703949","https://openalex.org/W1959691478","https://openalex.org/W2015040676","https://openalex.org/W2105594594","https://openalex.org/W2481724910","https://openalex.org/W2559094423","https://openalex.org/W2606234010","https://openalex.org/W2805035427","https://openalex.org/W2890071599","https://openalex.org/W2893506424","https://openalex.org/W2941898411","https://openalex.org/W2963625192","https://openalex.org/W2965671729","https://openalex.org/W4230150613","https://openalex.org/W6621483976","https://openalex.org/W6630611256","https://openalex.org/W6681833256","https://openalex.org/W6754732248","https://openalex.org/W6762564823","https://openalex.org/W6766582345"],"related_works":["https://openalex.org/W2888673113","https://openalex.org/W2056065966","https://openalex.org/W2062641654","https://openalex.org/W2352602608","https://openalex.org/W3149975758","https://openalex.org/W2883195674","https://openalex.org/W2072736607","https://openalex.org/W2125171914","https://openalex.org/W3080374445","https://openalex.org/W2964790801"],"abstract_inverted_index":{"Knowledge":[0],"tracking":[1],"(KT)":[2],"can":[3,72],"dynamically":[4],"track":[5],"the":[6,12,19,42,76,82],"student's":[7,13,20],"knowledge":[8,21,50],"state":[9],"based":[10,29],"on":[11,30,88],"past":[14],"test":[15],"data,":[16],"and":[17,33,47,56,67,80,101],"evaluate":[18],"level.":[22],"In":[23],"this":[24],"paper,":[25],"a":[26],"KT":[27],"model":[28,61],"learning":[31,34,54,57,78],"ability":[32,55,66],"experience":[35],"(LALEKT)":[36],"is":[37,99],"proposed,":[38],"which":[39,71],"fully":[40],"considers":[41],"difference":[43],"characteristics":[44],"of":[45],"students,":[46],"tracks":[48],"students'":[49],"changes":[51],"through":[52],"their":[53],"experience.":[58],"The":[59],"LALEKT":[60,98],"combines":[62],"GRU's":[63],"data":[64,91],"modeling":[65],"MANN's":[68],"memory":[69],"ability,":[70],"more":[73],"realistically":[74],"simulate":[75],"human":[77],"process":[79],"improve":[81],"model's":[83],"predictive":[84],"ability.":[85],"Through":[86],"experiments":[87],"two":[89],"public":[90],"sets,":[92],"it":[93],"has":[94],"been":[95],"verified":[96],"that":[97],"advanced":[100],"effective.":[102]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
