{"id":"https://openalex.org/W4407736441","doi":"https://doi.org/10.1109/access.2025.3543536","title":"Integrate Question Information With Learning Behavior for Knowledge Tracing","display_name":"Integrate Question Information With Learning Behavior for Knowledge Tracing","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407736441","doi":"https://doi.org/10.1109/access.2025.3543536"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3543536","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3543536","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3543536","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015917347","display_name":"Sheng Su","orcid":null},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sheng Su","raw_affiliation_strings":["College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang, China","College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang Province, China"],"affiliations":[{"raw_affiliation_string":"College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang, China","institution_ids":["https://openalex.org/I135237710"]},{"raw_affiliation_string":"College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang Province, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064215482","display_name":"Pingfei Zeng","orcid":"https://orcid.org/0000-0002-6069-1638"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingfei Zeng","raw_affiliation_strings":["College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang, China","College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang Province, China"],"affiliations":[{"raw_affiliation_string":"College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang, China","institution_ids":["https://openalex.org/I135237710"]},{"raw_affiliation_string":"College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang Province, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060668796","display_name":"Chunhua Kang","orcid":"https://orcid.org/0009-0001-6155-4790"},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunhua Kang","raw_affiliation_strings":["College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang, China","College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang Province, China"],"affiliations":[{"raw_affiliation_string":"College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang, China","institution_ids":["https://openalex.org/I135237710"]},{"raw_affiliation_string":"College of Psychology, Zhejiang Normal University, Jinhua, Zhejiang Province, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109299401","display_name":"Tao Xin","orcid":"https://orcid.org/0009-0007-8886-1866"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Xin","raw_affiliation_strings":["China Basic Education Quality Monitoring Collaborative Innovation Center, Beijing Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"China Basic Education Quality Monitoring Collaborative Innovation Center, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015917347"],"corresponding_institution_ids":["https://openalex.org/I135237710"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.5423,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.88334265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"13","issue":null,"first_page":"33532","last_page":"33543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9742000102996826,"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":0.9742000102996826,"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/T10162","display_name":"Online and Blended Learning","score":0.9531000256538391,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.9372000098228455,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7559599876403809},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.6013807058334351},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4191229045391083},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40477511286735535},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3682255446910858},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3516293168067932}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7559599876403809},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.6013807058334351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4191229045391083},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40477511286735535},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3682255446910858},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3516293168067932},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3543536","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3543536","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dbd0a2a51bf5492cb883e410e6cbdd7f","is_oa":true,"landing_page_url":"https://doaj.org/article/dbd0a2a51bf5492cb883e410e6cbdd7f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 33532-33543 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3543536","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3543536","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3592522639","display_name":null,"funder_award_id":"32071093","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1933687796","https://openalex.org/W1976598510","https://openalex.org/W2015040676","https://openalex.org/W2048524777","https://openalex.org/W2066816090","https://openalex.org/W2095629078","https://openalex.org/W2101338329","https://openalex.org/W2160780774","https://openalex.org/W2559094423","https://openalex.org/W2606234010","https://openalex.org/W2766505560","https://openalex.org/W2769852652","https://openalex.org/W2890071599","https://openalex.org/W2913933519","https://openalex.org/W2929890002","https://openalex.org/W2950764014","https://openalex.org/W2953577593","https://openalex.org/W2955931418","https://openalex.org/W2963058055","https://openalex.org/W3035442578","https://openalex.org/W3043869244","https://openalex.org/W3082341085","https://openalex.org/W3128513560","https://openalex.org/W3134371412","https://openalex.org/W3171435422","https://openalex.org/W3209236561","https://openalex.org/W4284683483","https://openalex.org/W4317433458","https://openalex.org/W4365395921","https://openalex.org/W4387151311","https://openalex.org/W4389524700","https://openalex.org/W4394627390","https://openalex.org/W4399665937","https://openalex.org/W4400925735","https://openalex.org/W4404199455","https://openalex.org/W6631190155","https://openalex.org/W6631943919","https://openalex.org/W6674330103","https://openalex.org/W6762564823","https://openalex.org/W6769504407","https://openalex.org/W6839092632","https://openalex.org/W6851494240","https://openalex.org/W6857118638"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"This":[0,132],"paper":[1,54],"explores":[2],"Knowledge":[3,22,26,57],"Tracing":[4,23,27],"(KT)":[5],"and":[6,24,46,64,89,106,136,184],"its":[7],"role":[8],"in":[9,33,78,179,189],"modeling":[10],"students\u2019":[11,181],"knowledge":[12,76,187],"progression":[13],"over":[14],"time.":[15,191],"While":[16],"traditional":[17],"approaches":[18],"such":[19],"as":[20],"Bayesian":[21],"Deep":[25],"have":[28],"established":[29],"a":[30,68,93,115],"solid":[31],"foundation":[32],"this":[34,51,53],"field,":[35],"previous":[36,127],"research":[37],"often":[38],"overlooked":[39],"the":[40,56,73,84,97,107,111,126,134,139,149,152,165,173],"complex":[41],"interactions":[42],"between":[43],"problem":[44],"features":[45],"learner":[47],"behaviors.":[48],"To":[49],"address":[50],"gap,":[52],"introduces":[55],"Tracking":[58],"Model":[59],"for":[60],"Integrating":[61],"Question":[62],"Information":[63],"Learning":[65],"Behaviour":[66],"(IQILB-KT),":[67],"novel":[69],"framework":[70],"that":[71,172],"enhances":[72,133],"precision":[74],"of":[75,86,138,151],"tracing":[77],"online":[79],"educational":[80,167],"systems.":[81],"By":[82],"integrating":[83],"effects":[85],"question":[87,104],"characteristics":[88],"student":[90],"behaviour":[91,123,145],"via":[92],"channel":[94],"attention":[95],"mechanism,":[96],"model":[98,113,140,154,174],"captures":[99],"deeper":[100],"insights":[101],"into":[102],"both":[103],"information":[105],"learning":[108,122,144],"process.":[109],"Furthermore,":[110],"IQILB-KT":[112,153],"employs":[114],"Bottleneck":[116],"Attention":[117],"Module":[118],"(BAM)":[119],"to":[120],"calculate":[121],"synergies,":[124],"replacing":[125],"reliance":[128],"on":[129,160],"covariance":[130],"statistics.":[131],"stability":[135],"accuracy":[137],"when":[141],"dealing":[142],"with":[143],"synergy":[146],"data.":[147],"Finally,":[148],"efficacy":[150],"was":[155],"validated":[156],"through":[157],"rigorous":[158],"testing":[159],"two":[161],"real-world":[162],"datasets":[163],"from":[164],"ASSISTments":[166],"platform.":[168],"The":[169],"results":[170],"demonstrate":[171],"outperforms":[175],"all":[176],"existing":[177],"methods":[178],"predicting":[180],"future":[182],"performance":[183],"tracking":[185],"their":[186],"states":[188],"real":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}