{"id":"https://openalex.org/W4411011395","doi":"https://doi.org/10.1016/j.asoc.2025.113331","title":"A deep knowledge tracing model based on cognitive assimilation and item response theory with better interpretability","display_name":"A deep knowledge tracing model based on cognitive assimilation and item response theory with better interpretability","publication_year":2025,"publication_date":"2025-06-04","ids":{"openalex":"https://openalex.org/W4411011395","doi":"https://doi.org/10.1016/j.asoc.2025.113331"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2025.113331","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2025.113331","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"},"type":"article","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/A5001274511","display_name":"Lankun Guo","orcid":"https://orcid.org/0000-0003-4120-8716"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lankun Guo","raw_affiliation_strings":["Key Laboratory of Computing and Stochastic Mathematics (Ministry of Education), School of Mathematics and Statistics, Hunan Normal University, Changsha, Hunan 410081, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing and Stochastic Mathematics (Ministry of Education), School of Mathematics and Statistics, Hunan Normal University, Changsha, Hunan 410081, PR China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jingyi Zhang","orcid":"https://orcid.org/0009-0007-2857-0143"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyi Zhang","raw_affiliation_strings":["Key Laboratory of Computing and Stochastic Mathematics (Ministry of Education), School of Mathematics and Statistics, Hunan Normal University, Changsha, Hunan 410081, PR China"],"raw_orcid":"https://orcid.org/0009-0007-2857-0143","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing and Stochastic Mathematics (Ministry of Education), School of Mathematics and Statistics, Hunan Normal University, Changsha, Hunan 410081, PR China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101939115","display_name":"Guozhi Ma","orcid":"https://orcid.org/0000-0002-9834-755X"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guozhi Ma","raw_affiliation_strings":["College of Engineering and Design, Hunan Normal University, Changsha, Hunan 410012, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering and Design, Hunan Normal University, Changsha, Hunan 410012, PR China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070031719","display_name":"Jianhua Dai","orcid":"https://orcid.org/0000-0003-1459-0833"},"institutions":[{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]},{"id":"https://openalex.org/I3130607311","display_name":"Changsha Normal University","ror":"https://ror.org/02sqk3z62","country_code":"CN","type":"education","lineage":["https://openalex.org/I3130607311"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Dai","raw_affiliation_strings":["College of Information Science and Engineering, Hunan Normal University, Changsha, Hunan 410012, PR China"],"raw_orcid":"https://orcid.org/0000-0003-1459-0833","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Hunan Normal University, Changsha, Hunan 410012, PR China","institution_ids":["https://openalex.org/I173759888","https://openalex.org/I3130607311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001274511"],"corresponding_institution_ids":["https://openalex.org/I173759888"],"apc_list":{"value":3730,"currency":"USD","value_usd":3730},"apc_paid":null,"fwci":7.8715,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.96971656,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"180","issue":null,"first_page":"113331","last_page":"113331"},"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":0.9995999932289124,"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":0.9995999932289124,"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":0.9779000282287598,"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":0.9409000277519226,"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/interpretability","display_name":"Interpretability","score":0.8850926160812378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6335920095443726},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.6200063824653625},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.601426899433136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4749053716659546},{"id":"https://openalex.org/keywords/item-response-theory","display_name":"Item response theory","score":0.4339025318622589},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4032595455646515},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.36699730157852173},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18913742899894714},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15494289994239807},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13414612412452698},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09197786450386047},{"id":"https://openalex.org/keywords/psychometrics","display_name":"Psychometrics","score":0.07340085506439209}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8850926160812378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6335920095443726},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.6200063824653625},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.601426899433136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4749053716659546},{"id":"https://openalex.org/C19875794","wikidata":"https://www.wikidata.org/wiki/Q1207340","display_name":"Item response theory","level":3,"score":0.4339025318622589},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4032595455646515},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.36699730157852173},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18913742899894714},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15494289994239807},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13414612412452698},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09197786450386047},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.07340085506439209},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2025.113331","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2025.113331","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G3433798253","display_name":null,"funder_award_id":"12171149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3677333339","display_name":null,"funder_award_id":"2023JGYB098","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7135065032","display_name":null,"funder_award_id":"240649","funder_id":"https://openalex.org/F4320321393","funder_display_name":"Hunan Normal University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321393","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":82,"referenced_works":["https://openalex.org/W650350307","https://openalex.org/W1505150927","https://openalex.org/W1535520578","https://openalex.org/W1584448970","https://openalex.org/W1596401170","https://openalex.org/W1959691478","https://openalex.org/W2014024657","https://openalex.org/W2015040676","https://openalex.org/W2016288462","https://openalex.org/W2041590447","https://openalex.org/W2045871438","https://openalex.org/W2045987194","https://openalex.org/W2071101473","https://openalex.org/W2117122404","https://openalex.org/W2153663612","https://openalex.org/W2160920329","https://openalex.org/W2172249709","https://openalex.org/W2178307261","https://openalex.org/W2247695808","https://openalex.org/W2300094618","https://openalex.org/W2559094423","https://openalex.org/W2603824136","https://openalex.org/W2751215254","https://openalex.org/W2767413674","https://openalex.org/W2787760162","https://openalex.org/W2910376060","https://openalex.org/W2941898411","https://openalex.org/W2945304998","https://openalex.org/W2947092077","https://openalex.org/W2955931418","https://openalex.org/W2957747000","https://openalex.org/W2966684417","https://openalex.org/W2980472839","https://openalex.org/W2981863007","https://openalex.org/W3021643543","https://openalex.org/W3034854756","https://openalex.org/W3040010078","https://openalex.org/W3040131837","https://openalex.org/W3043869244","https://openalex.org/W3046782012","https://openalex.org/W3082341085","https://openalex.org/W3102281445","https://openalex.org/W3104946560","https://openalex.org/W3117062170","https://openalex.org/W3128513560","https://openalex.org/W3134371412","https://openalex.org/W3139642025","https://openalex.org/W3157202587","https://openalex.org/W3168651723","https://openalex.org/W3171435422","https://openalex.org/W3172373930","https://openalex.org/W3191391866","https://openalex.org/W4225753930","https://openalex.org/W4284683483","https://openalex.org/W4292793914","https://openalex.org/W4295788921","https://openalex.org/W4307561542","https://openalex.org/W4307888124","https://openalex.org/W4312090823","https://openalex.org/W4367046760","https://openalex.org/W4382318135","https://openalex.org/W4387789988","https://openalex.org/W4390587019","https://openalex.org/W4390782904","https://openalex.org/W4392111488","https://openalex.org/W4392969962","https://openalex.org/W4394850764","https://openalex.org/W4400033057","https://openalex.org/W4401437416","https://openalex.org/W4401731003","https://openalex.org/W4401932407","https://openalex.org/W4403578219","https://openalex.org/W6600763685","https://openalex.org/W6621483976","https://openalex.org/W6630190730","https://openalex.org/W6632814202","https://openalex.org/W6635506514","https://openalex.org/W6681513742","https://openalex.org/W6765830420","https://openalex.org/W6794638153","https://openalex.org/W6800263508","https://openalex.org/W6861806545"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4312407344","https://openalex.org/W2894289927"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
