{"id":"https://openalex.org/W4406412494","doi":"https://doi.org/10.1145/3708888","title":"LAMGCN:Traditional Chinese Medicine Herb Recommendation via LSTMs with Attention Mechanisms and Graph Convolutional Networks","display_name":"LAMGCN:Traditional Chinese Medicine Herb Recommendation via LSTMs with Attention Mechanisms and Graph Convolutional Networks","publication_year":2025,"publication_date":"2025-01-15","ids":{"openalex":"https://openalex.org/W4406412494","doi":"https://doi.org/10.1145/3708888"},"language":"en","primary_location":{"id":"doi:10.1145/3708888","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3708888","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-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/A5100398462","display_name":"Wenbo Zhang","orcid":"https://orcid.org/0000-0002-8601-802X"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhang Wenbo","raw_affiliation_strings":["Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8601-802X","affiliations":[{"raw_affiliation_string":"Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031297515","display_name":"Hongbo Dang","orcid":"https://orcid.org/0000-0002-8382-8406"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dang Hongbo","raw_affiliation_strings":["Beijing University of Technology, Beijing, China","Faculty of Information Technology, Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8382-8406","affiliations":[{"raw_affiliation_string":"Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102257344","display_name":"Zhenshan Bao","orcid":"https://orcid.org/0000-0003-4714-8312"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bao Zhenshan","raw_affiliation_strings":["Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4714-8312","affiliations":[{"raw_affiliation_string":"Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115893693","display_name":"Song Bingyan","orcid":null},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Bingyan","raw_affiliation_strings":["Beijing University of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-9003-6900","affiliations":[{"raw_affiliation_string":"Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100398462"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":null,"apc_paid":null,"fwci":12.4037,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.98233381,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"24","issue":"3","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9976999759674072,"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":0.9976999759674072,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9779999852180481,"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":0.6381099224090576},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.543404221534729},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4226672947406769},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40040379762649536},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37813007831573486},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.21030345559120178}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6381099224090576},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.543404221534729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4226672947406769},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40040379762649536},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37813007831573486},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.21030345559120178}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3708888","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3708888","pdf_url":null,"source":{"id":"https://openalex.org/S4306421405","display_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","issn_l":"2375-4699","issn":["2375-4699","2375-4702"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Asian and Low-Resource Language Information Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1005454186","https://openalex.org/W1504113064","https://openalex.org/W1576514601","https://openalex.org/W1987710883","https://openalex.org/W1992035102","https://openalex.org/W2019095943","https://openalex.org/W2028094853","https://openalex.org/W2064675550","https://openalex.org/W2094313031","https://openalex.org/W2140124448","https://openalex.org/W2145677303","https://openalex.org/W2146241755","https://openalex.org/W2265846598","https://openalex.org/W2470673105","https://openalex.org/W2606974598","https://openalex.org/W2782374321","https://openalex.org/W2807021761","https://openalex.org/W2911781985","https://openalex.org/W2913877684","https://openalex.org/W2937033898","https://openalex.org/W2940623886","https://openalex.org/W2942231519","https://openalex.org/W2945623882","https://openalex.org/W2963248507","https://openalex.org/W2963626623","https://openalex.org/W2965363157","https://openalex.org/W2971092323","https://openalex.org/W2972451303","https://openalex.org/W2977786340","https://openalex.org/W2995910934","https://openalex.org/W3001701667","https://openalex.org/W3004983594","https://openalex.org/W3016042688","https://openalex.org/W3032163490","https://openalex.org/W3037585139","https://openalex.org/W3100848837","https://openalex.org/W3110664450","https://openalex.org/W3111099392","https://openalex.org/W3118245269","https://openalex.org/W3118829256","https://openalex.org/W3128543601","https://openalex.org/W3133732496","https://openalex.org/W3174492648","https://openalex.org/W3175301415","https://openalex.org/W3190695173","https://openalex.org/W3213048767","https://openalex.org/W3214433768","https://openalex.org/W4200288912","https://openalex.org/W4214699666","https://openalex.org/W4220867892","https://openalex.org/W4220985919","https://openalex.org/W4303969378","https://openalex.org/W4317391013","https://openalex.org/W4321514342","https://openalex.org/W4389520259","https://openalex.org/W4393153123","https://openalex.org/W4394694893","https://openalex.org/W4400872202","https://openalex.org/W4401379766"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Herb":[0],"recommendation":[1],"plays":[2],"a":[3,19],"crucial":[4],"role":[5],"in":[6,37,46],"the":[7,42,49,74,79,94,106,109],"therapeutic":[8,44],"process":[9,45,77],"of":[10,21,51,111],"Traditional":[11],"Chinese":[12],"Medicine":[13],"(TCM),":[14],"which":[15,72],"aims":[16],"at":[17],"recommending":[18],"set":[20],"herbs":[22,52],"to":[23,34,92],"treat":[24],"patients":[25],"with":[26,65],"different":[27],"symptoms.":[28],"Previous":[29],"works":[30],"used":[31],"many":[32],"methods":[33],"discover":[35],"regularities":[36],"prescriptions":[38],"but":[39],"rarely":[40],"considered":[41],"actual":[43],"TCM":[47],"and":[48,68,78,88,98,105],"information":[50],"was":[53],"ignored.":[54],"In":[55],"this":[56],"work,":[57],"we":[58],"propose":[59],"LAMGCN":[60],"(Herb":[61],"Recommendation":[62],"via":[63],"LSTMs":[64],"Attention":[66],"Mechanisms":[67],"Graph":[69],"Convolutional":[70],"Networks),":[71],"takes":[73],"syndrome":[75],"induction":[76],"herb":[80],"descriptions":[81],"into":[82],"account.":[83],"We":[84],"utilize":[85],"attention":[86],"mechanisms":[87],"graph":[89],"neural":[90],"networks":[91],"capture":[93],"correlation":[95],"between":[96],"symptoms":[97],"herbs.":[99],"Extensive":[100],"experiments":[101],"have":[102],"been":[103],"done":[104],"results":[107],"demonstrate":[108],"effectiveness":[110],"our":[112],"proposed":[113],"method.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
