{"id":"https://openalex.org/W7155381591","doi":"https://doi.org/10.1145/3797552.3797565","title":"Research on the Construction of an Innovative Teaching Methodological System for Traditional Chinese Medicine (TCM) Courses under the Background of Artificial Intelligence","display_name":"Research on the Construction of an Innovative Teaching Methodological System for Traditional Chinese Medicine (TCM) Courses under the Background of Artificial Intelligence","publication_year":2025,"publication_date":"2025-11-21","ids":{"openalex":"https://openalex.org/W7155381591","doi":"https://doi.org/10.1145/3797552.3797565"},"language":null,"primary_location":{"id":"doi:10.1145/3797552.3797565","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797565","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3797552.3797565","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100695004","display_name":"Jingchao Li","orcid":"https://orcid.org/0000-0003-4338-7084"},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingchao Li","raw_affiliation_strings":["Higher Education Research Center, Changchun University of Chinese Medicine, Changchun, Jilin, China,","School of Pharmacy, Changchun University of Chinese Medicine, Changchun, Jilin, China,"],"raw_orcid":"https://orcid.org/0009-0002-3947-5858","affiliations":[{"raw_affiliation_string":"Higher Education Research Center, Changchun University of Chinese Medicine, Changchun, Jilin, China,","institution_ids":["https://openalex.org/I4210128075"]},{"raw_affiliation_string":"School of Pharmacy, Changchun University of Chinese Medicine, Changchun, Jilin, China,","institution_ids":["https://openalex.org/I4210128075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117712900","display_name":"Meiwei Zhan","orcid":"https://orcid.org/0009-0003-9973-7941"},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiwei Zhang","raw_affiliation_strings":["School of Medical Information, Changchun University of Chinese Medicine, Changchun, Jilin, China,"],"raw_orcid":"https://orcid.org/0009-0003-9973-7941","affiliations":[{"raw_affiliation_string":"School of Medical Information, Changchun University of Chinese Medicine, Changchun, Jilin, China,","institution_ids":["https://openalex.org/I4210128075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5134366162","display_name":"Jiannan Li","orcid":"https://orcid.org/0009-0007-0125-6664"},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiannan Li","raw_affiliation_strings":["Higher Education Research Center, Changchun University of Chinese Medicine, Changchun, Jilin, China,","School of Pharmacy, Changchun University of Chinese Medicine, Changchun, Jilin, China,"],"raw_orcid":"https://orcid.org/0009-0007-0125-6664","affiliations":[{"raw_affiliation_string":"Higher Education Research Center, Changchun University of Chinese Medicine, Changchun, Jilin, China,","institution_ids":["https://openalex.org/I4210128075"]},{"raw_affiliation_string":"School of Pharmacy, Changchun University of Chinese Medicine, Changchun, Jilin, China,","institution_ids":["https://openalex.org/I4210128075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210128075"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.8839779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.5066999793052673,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.5066999793052673,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.08959999680519104,"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/T12260","display_name":"Educational Technology and Pedagogy","score":0.03590000048279762,"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/tacit-knowledge","display_name":"Tacit knowledge","score":0.47049999237060547},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4390000104904175},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4074000120162964},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.35530000925064087},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.33570000529289246},{"id":"https://openalex.org/keywords/knapsack-problem","display_name":"Knapsack problem","score":0.32010000944137573}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6568999886512756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5382000207901001},{"id":"https://openalex.org/C2779561248","wikidata":"https://www.wikidata.org/wiki/Q743861","display_name":"Tacit knowledge","level":2,"score":0.47049999237060547},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4390000104904175},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4074000120162964},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3734999895095825},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.36399999260902405},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.35530000925064087},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.33570000529289246},{"id":"https://openalex.org/C113138325","wikidata":"https://www.wikidata.org/wiki/Q864457","display_name":"Knapsack problem","level":2,"score":0.32010000944137573},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.30820000171661377},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.25279998779296875},{"id":"https://openalex.org/C2779336797","wikidata":"https://www.wikidata.org/wiki/Q3055492","display_name":"Intelligent tutoring system","level":2,"score":0.25189998745918274},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3797552.3797565","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797565","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3797552.3797565","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797565","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7110282778739929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W3158696610","https://openalex.org/W4205960146","https://openalex.org/W4285232663","https://openalex.org/W4382280288","https://openalex.org/W4392151669","https://openalex.org/W4392769984","https://openalex.org/W4402988539","https://openalex.org/W4408241240","https://openalex.org/W4411540913"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,31,36,44,85,91,104],"development":[2],"of":[3,34,39,47,73,87,106,118,146],"artificial":[4],"intelligence":[5],"will":[6],"force":[7],"drastic":[8],"adjustments":[9],"to":[10,30,113,126,136,168,174,180],"higher":[11],"education,":[12],"education":[13],"in":[14,21,83,166,172],"traditional":[15],"Chinese":[16],"medicine":[17],"(TCM)":[18],"is":[19,66,96,111,134,155,164],"limited":[20],"maximally":[22],"efficiently":[23],"directly":[24],"applying":[25],"current":[26],"data-driven":[27],"systems":[28],"due":[29],"tacit":[32],"nature":[33,38],"knowledge,":[35],"multimodal":[37],"its":[40],"evidence":[41],"base,":[42],"and":[43,79,108,121,149,160,178],"specific":[45],"characteristics":[46],"clinical":[48],"reasoning":[49],"typically":[50],"employed.":[51],"Following":[52],"progressively":[53],"more":[54],"complex":[55,61],"models,":[56],"this":[57],"paper":[58],"describes":[59],"a":[60,69,98],"teaching":[62],"methodology":[63],"system":[64],"which":[65],"based":[67,102,143],"on":[68,103],"TCM":[70],"knowledge":[71,120,176],"graph":[72,80],"'formula\u2014herb\u2014meridian\u2014syndrome\u2014symptom',":[74],"combined":[75],"with":[76,90,124,152],"TransE/Rotade":[77],"embeddings":[78],"attention":[81],"networks":[82],"enabling":[84],"alignment":[86],"course":[88],"objectives":[89],"classical-to-clinical":[92],"pathway.":[93],"Then,":[94],"there":[95],"developed":[97,135],"'student":[99],"digital":[100],"twin'":[101],"combination":[105],"DKT/AKT":[107],"IRT/CDM":[109],"factors":[110],"used":[112,156],"define":[114],"mastery":[115,181],"level,":[116],"patterns":[117],"misconception":[119],"student":[122],"status":[123],"respect":[125,173],"syndromal":[127],"differentiation":[128],"reasoning.":[129],"A":[130],"'layered":[131],"adaptive":[132],"scheduler'":[133],"make":[137],"micro-decisions":[138],"regarding":[139],"lesson":[140],"delivery":[141],"levels":[142],"around":[144],"constraints":[145,153],"knapsack":[147],"type,":[148],"hierarchical":[150],"reinforcement":[151],"learning":[154,182],"macro-type":[157],"for":[158],"unit":[159],"semester":[161],"scheduling.":[162],"This":[163],"shown":[165],"experiments":[167],"produce":[169],"significant":[170],"improvement":[171],"standardized":[175],"gain,":[177],"machine":[179],"signals":[183],"vis-a-vis":[184],"respectively":[185],"baseline":[186],"methods.":[187]},"counts_by_year":[],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2026-04-24T00:00:00"}