{"id":"https://openalex.org/W4412524841","doi":"https://doi.org/10.1145/3735014.3735916","title":"AI-Driven Personalized Learning Path Design for Chinese Language Learners","display_name":"AI-Driven Personalized Learning Path Design for Chinese Language Learners","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4412524841","doi":"https://doi.org/10.1145/3735014.3735916"},"language":"en","primary_location":{"id":"doi:10.1145/3735014.3735916","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3735014.3735916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Big Data Mining and Information Processing","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/A5085562029","display_name":"Shuai Yu","orcid":"https://orcid.org/0000-0002-1667-2165"},"institutions":[{"id":"https://openalex.org/I9564693","display_name":"Eastern Liaoning University","ror":"https://ror.org/01a4wvs18","country_code":"CN","type":"education","lineage":["https://openalex.org/I9564693"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuai Yu","raw_affiliation_strings":["College of Humanities and Education, Liaodong University, Dandong, Liaoning, China"],"raw_orcid":"https://orcid.org/0000-0002-1667-2165","affiliations":[{"raw_affiliation_string":"College of Humanities and Education, Liaodong University, Dandong, Liaoning, China","institution_ids":["https://openalex.org/I9564693"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaomin Jiang","orcid":"https://orcid.org/0009-0005-5446-2109"},"institutions":[{"id":"https://openalex.org/I104005692","display_name":"Huachiew Chalermprakiet University","ror":"https://ror.org/02wq2gg07","country_code":"TH","type":"education","lineage":["https://openalex.org/I104005692"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Xiaomin Jiang","raw_affiliation_strings":["School of Chinese Studies, Huachiew Chalermprakiet University, Bangkok, Bangkok, Thailand"],"raw_orcid":"https://orcid.org/0009-0005-5446-2109","affiliations":[{"raw_affiliation_string":"School of Chinese Studies, Huachiew Chalermprakiet University, Bangkok, Bangkok, Thailand","institution_ids":["https://openalex.org/I104005692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101177139","display_name":"Linlin Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I104005692","display_name":"Huachiew Chalermprakiet University","ror":"https://ror.org/02wq2gg07","country_code":"TH","type":"education","lineage":["https://openalex.org/I104005692"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Linlin Zhu","raw_affiliation_strings":["School of Chinese Studies, Huachiew Chalermprakiet University, Bangkok, Bangkok, Thailand"],"raw_orcid":"https://orcid.org/0009-0006-4868-2460","affiliations":[{"raw_affiliation_string":"School of Chinese Studies, Huachiew Chalermprakiet University, Bangkok, Bangkok, Thailand","institution_ids":["https://openalex.org/I104005692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085562029"],"corresponding_institution_ids":["https://openalex.org/I9564693"],"apc_list":null,"apc_paid":null,"fwci":0.3311,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70707935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"297","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12260","display_name":"Educational Technology and Pedagogy","score":0.992900013923645,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.992900013923645,"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/T13647","display_name":"AI and Big Data Applications","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13567","display_name":"AI and Multimedia in Education","score":0.9448000192642212,"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/computer-science","display_name":"Computer science","score":0.773717999458313},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5949810743331909},{"id":"https://openalex.org/keywords/personalized-learning","display_name":"Personalized learning","score":0.5913987755775452},{"id":"https://openalex.org/keywords/chinese-language","display_name":"Chinese language","score":0.4879528880119324},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4584202170372009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4582390785217285},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4230210781097412},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39524999260902405},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3052317798137665},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2657284140586853},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.22743216156959534},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14840638637542725},{"id":"https://openalex.org/keywords/teaching-method","display_name":"Teaching method","score":0.1456506848335266},{"id":"https://openalex.org/keywords/open-learning","display_name":"Open learning","score":0.0946018397808075},{"id":"https://openalex.org/keywords/cooperative-learning","display_name":"Cooperative learning","score":0.07210513949394226}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.773717999458313},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5949810743331909},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.5913987755775452},{"id":"https://openalex.org/C3018428822","wikidata":"https://www.wikidata.org/wiki/Q7850","display_name":"Chinese language","level":2,"score":0.4879528880119324},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4584202170372009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4582390785217285},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4230210781097412},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39524999260902405},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3052317798137665},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2657284140586853},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.22743216156959534},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14840638637542725},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.1456506848335266},{"id":"https://openalex.org/C15122004","wikidata":"https://www.wikidata.org/wiki/Q385756","display_name":"Open learning","level":4,"score":0.0946018397808075},{"id":"https://openalex.org/C51672120","wikidata":"https://www.wikidata.org/wiki/Q303446","display_name":"Cooperative learning","level":3,"score":0.07210513949394226},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3735014.3735916","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3735014.3735916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Big Data Mining and Information Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"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":13,"referenced_works":["https://openalex.org/W3014763670","https://openalex.org/W3081523175","https://openalex.org/W3090363550","https://openalex.org/W3092285831","https://openalex.org/W3092501105","https://openalex.org/W3092546756","https://openalex.org/W3135914665","https://openalex.org/W4205715692","https://openalex.org/W4210278526","https://openalex.org/W4210922884","https://openalex.org/W4220887984","https://openalex.org/W4242925969","https://openalex.org/W4255850646"],"related_works":["https://openalex.org/W304855073","https://openalex.org/W938111471","https://openalex.org/W4320806843","https://openalex.org/W2511882081","https://openalex.org/W2129143585","https://openalex.org/W2518250394","https://openalex.org/W2032169142","https://openalex.org/W2267221041","https://openalex.org/W98823754","https://openalex.org/W2372922445"],"abstract_inverted_index":{"Driven":[0],"by":[1,55],"educational":[2,14],"reform":[3],"efforts,":[4],"personalized":[5,30,65,79,124],"learning":[6,66,80,95,103,108],"has":[7,43],"emerged":[8],"as":[9],"a":[10,26,45],"pivotal":[11],"concept":[12],"for":[13,35,82],"transformation.":[15],"With":[16],"their":[17,102],"flexibility":[18],"and":[19,41,105,119],"convenience,":[20],"online":[21],"education":[22,125],"platforms":[23],"have":[24],"become":[25,44],"major":[27],"driver":[28],"of":[29,64,75,123],"learning.":[31],"Conducting":[32],"differentiated":[33],"teaching":[34,84],"learners":[36],"with":[37],"diverse":[38],"backgrounds,":[39],"levels,":[40],"interests":[42],"formidable":[46],"challenge":[47],"in":[48,77,126],"Chinese":[49,83,127],"education.":[50],"However,":[51],"artificial":[52],"intelligence":[53],"(AI),":[54],"leveraging":[56],"data":[57,86],"mining":[58,87],"(DM)":[59],"technology,":[60],"simplifies":[61],"the":[62,73,121],"customization":[63],"paths.":[67],"This":[68],"article":[69],"delves":[70],"deep":[71],"into":[72],"application":[74],"AI":[76],"crafting":[78],"paths":[81],"using":[85],"technology.":[88],"The":[89],"proposed":[90],"system":[91,115],"can":[92],"effectively":[93],"adapt":[94],"plans":[96],"to":[97],"individual":[98],"students,":[99],"accurately":[100],"predict":[101],"outcomes,":[104],"recommend":[106],"appropriate":[107],"resources.":[109],"Experimental":[110],"results":[111],"indicate":[112],"that":[113],"this":[114],"enhances":[116],"students\u2019":[117],"motivation":[118],"promotes":[120],"advancement":[122],"language":[128],"teaching.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
