{"id":"https://openalex.org/W4306316918","doi":"https://doi.org/10.1145/3511808.3557622","title":"Knowledge Tracing Model with Learning and Forgetting Behavior","display_name":"Knowledge Tracing Model with Learning and Forgetting Behavior","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4306316918","doi":"https://doi.org/10.1145/3511808.3557622"},"language":"en","primary_location":{"id":"doi:10.1145/3511808.3557622","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511808.3557622","pdf_url":null,"source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information &amp; Knowledge Management","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information &amp; Knowledge Management","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/A5101538376","display_name":"Mingzhi Chen","orcid":"https://orcid.org/0000-0003-3240-909X"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhi Chen","raw_affiliation_strings":["Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084935157","display_name":"Quanlong Guan","orcid":"https://orcid.org/0000-0001-6911-3853"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanlong Guan","raw_affiliation_strings":["Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461972","display_name":"Yizhou He","orcid":"https://orcid.org/0000-0002-9674-1983"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhou He","raw_affiliation_strings":["Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740566","display_name":"Zhenyu He","orcid":"https://orcid.org/0000-0002-5900-0801"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu He","raw_affiliation_strings":["Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067489790","display_name":"Liangda Fang","orcid":"https://orcid.org/0000-0002-6435-6570"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangda Fang","raw_affiliation_strings":["Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012798405","display_name":"Weiqi Luo","orcid":"https://orcid.org/0000-0001-5605-7397"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqi Luo","raw_affiliation_strings":["Jinan University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I159948400"],"apc_list":null,"apc_paid":null,"fwci":4.0488,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.95213712,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3863","last_page":"3867"},"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":0.9926000237464905,"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":0.9688000082969666,"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/forgetting","display_name":"Forgetting","score":0.9542387127876282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6510338187217712},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.610156774520874},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5711311101913452},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.559887707233429},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.5552785992622375},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.5172163248062134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45426055788993835},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4322688579559326},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34568336606025696},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.29095765948295593},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23555752635002136},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08898138999938965}],"concepts":[{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.9542387127876282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6510338187217712},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.610156774520874},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5711311101913452},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.559887707233429},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.5552785992622375},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.5172163248062134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45426055788993835},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4322688579559326},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34568336606025696},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.29095765948295593},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23555752635002136},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08898138999938965},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3511808.3557622","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511808.3557622","pdf_url":null,"source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information &amp; Knowledge Management","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information &amp; Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"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":20,"referenced_works":["https://openalex.org/W1266435740","https://openalex.org/W1533861849","https://openalex.org/W1981276685","https://openalex.org/W2030007850","https://openalex.org/W2048524777","https://openalex.org/W2066816090","https://openalex.org/W2559094423","https://openalex.org/W2902378110","https://openalex.org/W2913933519","https://openalex.org/W2953577593","https://openalex.org/W3043869244","https://openalex.org/W3046782012","https://openalex.org/W3082341085","https://openalex.org/W3094091106","https://openalex.org/W3102281445","https://openalex.org/W3138418081","https://openalex.org/W3171435422","https://openalex.org/W3199190705","https://openalex.org/W4249332350","https://openalex.org/W6621483976"],"related_works":["https://openalex.org/W2115308562","https://openalex.org/W2789571330","https://openalex.org/W4299652732","https://openalex.org/W2963744171","https://openalex.org/W2362901774","https://openalex.org/W2133304975","https://openalex.org/W4248091533","https://openalex.org/W1515178292","https://openalex.org/W2125479495","https://openalex.org/W1989583491"],"abstract_inverted_index":{"The":[0,29,106],"Knowledge":[1],"Tracing":[2],"(KT)":[3],"task":[4],"aims":[5],"to":[6,18,67,118,185,204],"trace":[7,233],"the":[8,74,81,98,119,126,130,177,187,206,209,220],"changes":[9],"of":[10,76,83,91,121,208,243],"students'":[11,19,25,44,53,77,122,141,148,234],"knowledge":[12,46,54,71,127,149,165,188,191,195,235],"state":[13,55,128,150,236],"in":[14,60,70,129,241],"real":[15],"time":[16],"according":[17],"historical":[20],"learning":[21,27,78,92,131,135,142,169,181],"behavior,":[22],"and":[23,62,136,144,170,182,194,237,245],"predict":[24],"future":[26],"performance.":[28],"modern":[30],"KT":[31,40,49,112],"models":[32,41,50,113,240],"have":[33],"two":[34,225],"problems.":[35],"One":[36],"is":[37,80,87,109],"that":[38,110,179,229],"these":[39],"can't":[42],"reflect":[43],"actual":[45],"level.":[47],"Most":[48],"only":[51],"judge":[52],"based":[56,157],"on":[57,125,147,158,224],"their":[58,145],"performance":[59,64],"exercises,":[61],"poor":[63],"will":[65,102],"lead":[66],"a":[68,89,164],"decline":[69],"state.":[72],"However,":[73],"essence":[75],"process":[79,82],"acquiring":[84],"knowledge,":[85],"which":[86],"also":[88],"manifestation":[90],"behavior.":[93],"Even":[94],"if":[95],"they":[96,101],"answer":[97],"exercises":[99],"incorrectly,":[100],"still":[103],"gain":[104],"knowledge.":[105],"other":[107,216],"problem":[108],"many":[111],"don't":[114],"pay":[115],"enough":[116],"attention":[117],"impact":[120],"forgetting":[123,137,171,183,196],"behavior":[124,138,172,184],"process.":[132],"In":[133,154,198],"fact,":[134],"run":[139],"through":[140],"process,":[143],"effects":[146],"shouldn't":[151],"be":[152],"ignored.":[153],"this":[155],"paper,":[156],"educational":[159],"psychology":[160],"theory,":[161],"we":[162],"propose":[163],"tracing":[166],"model":[167],"with":[168],"(LFBKT).":[173],"LFBKT":[174,200,230],"comprehensively":[175],"considers":[176],"factors":[178],"affect":[180],"build":[186],"acquisition":[189],"layer,":[190],"absorption":[192],"layer":[193],"layer.":[197],"addition,":[199],"introduces":[201],"difficulty":[202],"information":[203,207],"enrich":[205],"exercise":[210],"itself,":[211],"while":[212],"taking":[213],"into":[214],"account":[215],"answering":[217],"performances":[218],"besides":[219],"answer.":[221],"Experimental":[222],"results":[223],"public":[226],"datasets":[227],"show":[228],"can":[231],"better":[232],"outperforms":[238],"existing":[239],"terms":[242],"ACC":[244],"AUC.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
