乐胖代购免代理版

{"id":"https://openalex.org/W2913933519","doi":"https://doi.org/10.1145/3308558.3313565","title":"Augmenting Knowledge Tracing by Considering Forgetting Behavior","display_name":"Augmenting Knowledge Tracing by Considering Forgetting Behavior","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2913933519","doi":"https://doi.org/10.1145/3308558.3313565","mag":"2913933519"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3308558.3313565","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5012814272","display_name":"Koki Nagatani","orcid":null},"institutions":[{"id":"https://openalex.org/I15009632","display_name":"Fuji Xerox (Japan)","ror":"https://ror.org/02w528w58","country_code":"JP","type":"company","lineage":["https://openalex.org/I15009632"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Koki Nagatani","raw_affiliation_strings":["Fuji Xerox Co., Ltd. Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Fuji Xerox Co., Ltd. Yokohama, Japan","institution_ids":["https://openalex.org/I15009632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114378267","display_name":"Qian Zhang","orcid":"https://orcid.org/0000-0001-9205-1881"},"institutions":[{"id":"https://openalex.org/I15009632","display_name":"Fuji Xerox (Japan)","ror":"https://ror.org/02w528w58","country_code":"JP","type":"company","lineage":["https://openalex.org/I15009632"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Qian Zhang","raw_affiliation_strings":["Fuji Xerox Co., Ltd. Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Fuji Xerox Co., Ltd. Yokohama, Japan","institution_ids":["https://openalex.org/I15009632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026575535","display_name":"Masahiro Sato","orcid":"https://orcid.org/0000-0003-0000-6341"},"institutions":[{"id":"https://openalex.org/I15009632","display_name":"Fuji Xerox (Japan)","ror":"https://ror.org/02w528w58","country_code":"JP","type":"company","lineage":["https://openalex.org/I15009632"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Sato","raw_affiliation_strings":["Fuji Xerox Co., Ltd. Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Fuji Xerox Co., Ltd. Yokohama, Japan","institution_ids":["https://openalex.org/I15009632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041192765","display_name":"Yanying Chen","orcid":"https://orcid.org/0000-0001-5034-5312"},"institutions":[{"id":"https://openalex.org/I26274970","display_name":"FX Palo Alto Laboratory","ror":"https://ror.org/05ef4zt88","country_code":"US","type":"facility","lineage":["https://openalex.org/I26274970"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan-Ying Chen","raw_affiliation_strings":["FX Palo Alto Laboratory Palo Alto, California"],"affiliations":[{"raw_affiliation_string":"FX Palo Alto Laboratory Palo Alto, California","institution_ids":["https://openalex.org/I26274970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025376488","display_name":"Francine Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I26274970","display_name":"FX Palo Alto Laboratory","ror":"https://ror.org/05ef4zt88","country_code":"US","type":"facility","lineage":["https://openalex.org/I26274970"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Francine Chen","raw_affiliation_strings":["FX Palo Alto Laboratory Palo Alto, California"],"affiliations":[{"raw_affiliation_string":"FX Palo Alto Laboratory Palo Alto, California","institution_ids":["https://openalex.org/I26274970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037841139","display_name":"Tomoko Ohkuma","orcid":"https://orcid.org/0000-0002-5078-4814"},"institutions":[{"id":"https://openalex.org/I15009632","display_name":"Fuji Xerox (Japan)","ror":"https://ror.org/02w528w58","country_code":"JP","type":"company","lineage":["https://openalex.org/I15009632"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoko Ohkuma","raw_affiliation_strings":["Fuji Xerox Co., Ltd. Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Fuji Xerox Co., Ltd. Yokohama, Japan","institution_ids":["https://openalex.org/I15009632"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.203,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":158,"citation_normalized_percentile":{"value":0.999907,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Effectiveness of Intelligent Tutoring Systems","score":0.9997,"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":"Effectiveness of Intelligent Tutoring Systems","score":0.9997,"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":"Educational Data Mining and Learning Analytics","score":0.9976,"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/T10028","display_name":"Natural Language Processing","score":0.963,"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":0.68628216},{"id":"https://openalex.org/keywords/knowledge-tracing","display_name":"Knowledge Tracing","score":0.648156},{"id":"https://openalex.org/keywords/student-performance-prediction","display_name":"Student Performance Prediction","score":0.602122},{"id":"https://openalex.org/keywords/student-modeling","display_name":"Student Modeling","score":0.581671},{"id":"https://openalex.org/keywords/intelligent-tutoring-systems","display_name":"Intelligent Tutoring Systems","score":0.571455},{"id":"https://openalex.org/keywords/educational-data-mining","display_name":"Educational Data Mining","score":0.557416}],"concepts":[{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.9746196},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7094213},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.68628216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48372176},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.23576757},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1485723},{"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":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3308558.3313565","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.62}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":24,"referenced_works":["https://openalex.org/W1596401170","https://openalex.org/W2015040676","https://openalex.org/W2027738619","https://openalex.org/W2064675550","https://openalex.org/W2066816090","https://openalex.org/W2110485445","https://openalex.org/W2187065649","https://openalex.org/W2339576062","https://openalex.org/W2340952835","https://openalex.org/W2402688303","https://openalex.org/W2406472076","https://openalex.org/W2474133437","https://openalex.org/W2514897959","https://openalex.org/W2520378320","https://openalex.org/W2559094423","https://openalex.org/W2592042377","https://openalex.org/W2615786590","https://openalex.org/W2654637199","https://openalex.org/W2766505560","https://openalex.org/W2788574423","https://openalex.org/W2963323306","https://openalex.org/W2964344285","https://openalex.org/W2990138404","https://openalex.org/W650350307"],"related_works":["https://openalex.org/W4289718052","https://openalex.org/W4287549553","https://openalex.org/W4248896073","https://openalex.org/W3183027292","https://openalex.org/W3116498279","https://openalex.org/W2974871044","https://openalex.org/W2794885965","https://openalex.org/W2748952813","https://openalex.org/W2164121020","https://openalex.org/W2145559838"],"abstract_inverted_index":{"Computer-aided":[0],"education":[1],"systems":[2],"are":[3,74],"now":[4],"seeking":[5],"to":[6,45,140,150,168],"provide":[7,20],"each":[8,25,37],"student":[9],"with":[10],"personalized":[11],"materials":[12],"based":[13],"on":[14,69,111,153],"a":[15,29,70,75,83,102,115,133],"student's":[16,26,38,84,103,116],"individual":[17],"knowledge.":[18],"To":[19],"suitable":[21],"learning":[22,104],"materials,":[23],"tracing":[24,128,155],"knowledge":[27,39,117,127,138,154],"over":[28],"period":[30],"of":[31,53,66,147,177,180,186],"time":[32,58],"is":[33,40,50,132],"important.":[34],"However,":[35],"predicting":[36,114],"difficult":[41],"because":[42,52],"students":[43],"tend":[44],"forget.":[46],"The":[47],"forgetting":[48,80,121,142,187],"behavior":[49,185],"mainly":[51],"two":[54],"reasons:":[55],"the":[56,60,64,125,163,175,184],"lag":[57],"from":[59],"previous":[61],"interaction,":[62],"and":[63,113],"number":[65],"past":[67],"trials":[68],"question.":[71],"Although":[72],"there":[73],"few":[76],"studies":[77],"that":[78,158,174,182],"consider":[79,88,96,141],"while":[81],"modeling":[82,112],"knowledge,":[85],"some":[86],"models":[87],"only":[89],"partial":[90],"information":[91,148,181],"about":[92,99],"forgetting,":[93,100],"whereas":[94],"others":[95],"multiple":[97,145,178],"features":[98],"ignoring":[101],"sequence.":[105],"In":[106],"this":[107],"paper,":[108],"we":[109,171],"focus":[110],"by":[118,143],"considering":[119],"their":[120],"behavior.":[122],"We":[123],"extend":[124],"deep":[126],"model":[129,136,161],"[17],":[130],"which":[131],"state-of-the-art":[134],"sequential":[135],"for":[137],"tracing,":[139],"incorporating":[144],"types":[146,179],"related":[149],"forgetting.":[151],"Experiments":[152],"datasets":[156],"show":[157],"our":[159],"proposed":[160],"improves":[162],"predictive":[164],"performance":[165,190],"as":[166],"compared":[167],"baselines.":[169],"Moreover,":[170],"also":[172],"examine":[173],"combination":[176],"affect":[183],"results":[188],"in":[189],"improvement.":[191]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2913933519","counts_by_year":[{"year":2024,"cited_by_count":31},{"year":2023,"cited_by_count":50},{"year":2022,"cited_by_count":34},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2024-11-26T09:41:06.140014","created_date":"2019-02-21"}