{"id":"https://openalex.org/W4401857337","doi":"https://doi.org/10.1145/3637528.3671498","title":"AI for Education (AI4EDU): Advancing Personalized Education with LLM and Adaptive Learning","display_name":"AI for Education (AI4EDU): Advancing Personalized Education with LLM and Adaptive Learning","publication_year":2024,"publication_date":"2024-08-24","ids":{"openalex":"https://openalex.org/W4401857337","doi":"https://doi.org/10.1145/3637528.3671498"},"language":"en","primary_location":{"id":"doi:10.1145/3637528.3671498","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3637528.3671498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-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/A5048346353","display_name":"Qingsong Wen","orcid":"https://orcid.org/0000-0003-4516-2524"},"institutions":[{"id":"https://openalex.org/I4210108985","display_name":"Bellevue Hospital Center","ror":"https://ror.org/01ky34z31","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qingsong Wen","raw_affiliation_strings":["Squirrel Ai Learning, Bellevue, USA"],"affiliations":[{"raw_affiliation_string":"Squirrel Ai Learning, Bellevue, USA","institution_ids":["https://openalex.org/I4210108985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084574454","display_name":"Joleen Liang","orcid":"https://orcid.org/0000-0001-9145-8276"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jing Liang","raw_affiliation_strings":["Squirrel Ai Learning, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Squirrel Ai Learning, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076261469","display_name":"Carles Sierra","orcid":"https://orcid.org/0000-0003-0839-6233"},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carles Sierra","raw_affiliation_strings":["IIIA of the Spanish National Research Council, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"IIIA of the Spanish National Research Council, Barcelona, Spain","institution_ids":["https://openalex.org/I4210131846","https://openalex.org/I134820265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112420897","display_name":"Rose Luckin","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rose Luckin","raw_affiliation_strings":["University College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088311522","display_name":"Richard Jiarui Tong","orcid":"https://orcid.org/0000-0003-2902-4156"},"institutions":[{"id":"https://openalex.org/I4210108985","display_name":"Bellevue Hospital Center","ror":"https://ror.org/01ky34z31","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283621791","https://openalex.org/I4210086933","https://openalex.org/I4210108985"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard Tong","raw_affiliation_strings":["Squirrel Ai Learning, Bellevue, USA"],"affiliations":[{"raw_affiliation_string":"Squirrel Ai Learning, Bellevue, USA","institution_ids":["https://openalex.org/I4210108985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014957271","display_name":"Zitao Liu","orcid":"https://orcid.org/0000-0003-0491-307X"},"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":"Zitao Liu","raw_affiliation_strings":["Jinan University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Jinan University, Guangzhou, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009228005","display_name":"Peng Cui","orcid":"https://orcid.org/0000-0003-2957-8511"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Cui","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040639891","display_name":"Jiliang Tang","orcid":"https://orcid.org/0000-0001-7125-3898"},"institutions":[{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiliang Tang","raw_affiliation_strings":["Michigan State University, East Lansing, USA"],"affiliations":[{"raw_affiliation_string":"Michigan State University, East Lansing, USA","institution_ids":["https://openalex.org/I87216513"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5048346353"],"corresponding_institution_ids":["https://openalex.org/I4210108985"],"apc_list":null,"apc_paid":null,"fwci":16.6808,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.99342027,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"6743","last_page":"6744"},"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":0.7052000164985657,"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":0.7052000164985657,"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":0.6966000199317932,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.6725253462791443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6586748361587524},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.48008233308792114},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.36221277713775635},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33234238624572754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3250598907470703},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.22574248909950256},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13639670610427856},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.1270999014377594},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.11925846338272095},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.061132609844207764}],"concepts":[{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.6725253462791443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6586748361587524},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.48008233308792114},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.36221277713775635},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33234238624572754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3250598907470703},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.22574248909950256},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13639670610427856},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.1270999014377594},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.11925846338272095},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.061132609844207764}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3637528.3671498","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3637528.3671498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"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":0,"referenced_works":[],"related_works":["https://openalex.org/W4387712166","https://openalex.org/W4210250006","https://openalex.org/W4200357539","https://openalex.org/W2949109425","https://openalex.org/W2901775611","https://openalex.org/W2922296866","https://openalex.org/W4376484315","https://openalex.org/W4230678668","https://openalex.org/W3207508404","https://openalex.org/W2016085495"],"abstract_inverted_index":{"Recent":[0],"advanced":[1,13],"AI":[2,28,148],"technologies,":[3],"especially":[4,153],"large":[5],"language":[6],"models":[7,57],"(LLMs)":[8],"like":[9],"GPTs,":[10],"have":[11],"significantly":[12],"the":[14,22,68,75,90,105,114,154],"field":[15,36],"of":[16,24,37,156],"data":[17,38],"mining":[18],"and":[19,42,47,54,78,98,103,119,126,139,143,158],"led":[20],"to":[21,92,135,145],"development":[23],"various":[25],"LLM-based":[26],"applications.":[27],"for":[29,100,116,150],"education":[30,65],"(AI4EDU)":[31],"is":[32],"a":[33,72],"vibrant":[34],"multi-disciplinary":[35],"mining,":[39],"machine":[40,79],"learning,":[41],"education,":[43,152],"with":[44],"increasing":[45],"importance":[46],"extraordinary":[48],"potential.":[49],"In":[50],"this":[51],"field,":[52],"LLM":[53],"adaptive":[55,159],"learning-based":[56],"can":[58],"be":[59],"utilized":[60],"as":[61,71],"interfaces":[62],"in":[63],"human-in-the-loop":[64],"systems,":[66],"where":[67],"model":[69],"serves":[70],"mediator":[73],"among":[74],"teacher,":[76],"students,":[77],"capabilities,":[80],"including":[81,89,113],"its":[82],"own.":[83],"This":[84,132],"perspective":[85],"has":[86],"several":[87,109],"benefits,":[88],"ability":[91],"personalize":[93],"interactions,":[94],"allow":[95],"unprecedented":[96],"flexibility":[97],"adaptivity":[99],"human-AI":[101],"collaboration":[102],"improve":[104],"user":[106,124],"experience.":[107],"However,":[108],"challenges":[110],"still":[111],"exist,":[112],"need":[115],"more":[117],"robust":[118],"efficient":[120],"algorithms,":[121],"designing":[122],"effective":[123],"interfaces,":[125],"ensuring":[127],"ethical":[128],"considerations":[129],"are":[130],"addressed.":[131],"workshop":[133],"aims":[134],"bring":[136],"together":[137],"researchers":[138],"practitioners":[140],"from":[141],"academia":[142],"industry":[144],"explore":[146],"cutting-edge":[147],"technologies":[149],"personalized":[151],"potential":[155],"LLMs":[157],"learning":[160],"technologies.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":40},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}