{"id":"https://openalex.org/W4312735737","doi":"https://doi.org/10.1145/3570773.3570840","title":"Research on the formulation rules of health food for improving sleep based on data mining","display_name":"Research on the formulation rules of health food for improving sleep based on data mining","publication_year":2022,"publication_date":"2022-10-13","ids":{"openalex":"https://openalex.org/W4312735737","doi":"https://doi.org/10.1145/3570773.3570840"},"language":"en","primary_location":{"id":"doi:10.1145/3570773.3570840","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3570773.3570840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Symposium on Artificial Intelligence for Medicine Sciences","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/A5005782472","display_name":"Rui Xiao","orcid":"https://orcid.org/0000-0002-9089-3791"},"institutions":[{"id":"https://openalex.org/I205016115","display_name":"Hubei University of Chinese Medicine","ror":"https://ror.org/02my3bx32","country_code":"CN","type":"education","lineage":["https://openalex.org/I205016115"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rui Xiao","raw_affiliation_strings":["College of Information Engineering, Hubei University of Chinese Medicine, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Hubei University of Chinese Medicine, China","institution_ids":["https://openalex.org/I205016115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047818175","display_name":"Fengju Hu","orcid":"https://orcid.org/0000-0001-8642-8961"},"institutions":[{"id":"https://openalex.org/I117532281","display_name":"Guangzhou University of Chinese Medicine","ror":"https://ror.org/03qb7bg95","country_code":"CN","type":"education","lineage":["https://openalex.org/I117532281"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengju Hu","raw_affiliation_strings":["Guangzhou University of Chinese Medicine, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou University of Chinese Medicine, China","institution_ids":["https://openalex.org/I117532281"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047756130","display_name":"Qingxian Pei","orcid":"https://orcid.org/0000-0002-6618-6130"},"institutions":[{"id":"https://openalex.org/I4210099122","display_name":"Hubei Provincial Hospital of Traditional Chinese Medicine","ror":"https://ror.org/00xabh388","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099122"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingxian Pei","raw_affiliation_strings":["Hubei Provincial Hospital of Integrated Traditional Chinese and Western Medicine, China"],"affiliations":[{"raw_affiliation_string":"Hubei Provincial Hospital of Integrated Traditional Chinese and Western Medicine, China","institution_ids":["https://openalex.org/I4210099122"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101917852","display_name":"Wei Pei","orcid":"https://orcid.org/0000-0003-4034-9867"},"institutions":[{"id":"https://openalex.org/I4210123288","display_name":"Qihe People's Hospital","ror":"https://ror.org/021mpp443","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210123288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Pei","raw_affiliation_strings":["The Qichun People's Hospital, China"],"affiliations":[{"raw_affiliation_string":"The Qichun People's Hospital, China","institution_ids":["https://openalex.org/I4210123288"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000535135","display_name":"Huawei Tu","orcid":"https://orcid.org/0000-0001-6460-7651"},"institutions":[{"id":"https://openalex.org/I4210123288","display_name":"Qihe People's Hospital","ror":"https://ror.org/021mpp443","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210123288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huawei Tu","raw_affiliation_strings":["The Qichun People's Hospital, China"],"affiliations":[{"raw_affiliation_string":"The Qichun People's Hospital, China","institution_ids":["https://openalex.org/I4210123288"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005782472"],"corresponding_institution_ids":["https://openalex.org/I205016115"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19175173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"395","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9747999906539917,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10316","display_name":"Sleep and related disorders","score":0.9602000117301941,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13522","display_name":"Cardiovascular Health and Risk Factors","score":0.9599000215530396,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/traditional-chinese-medicine","display_name":"Traditional Chinese medicine","score":0.6934798359870911},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6669343709945679},{"id":"https://openalex.org/keywords/ginseng","display_name":"Ginseng","score":0.6378614902496338},{"id":"https://openalex.org/keywords/traditional-medicine","display_name":"Traditional medicine","score":0.5899703502655029},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.5682469010353088},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.48244649171829224},{"id":"https://openalex.org/keywords/food-and-drug-administration","display_name":"Food and drug administration","score":0.4164761006832123},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.2670772075653076}],"concepts":[{"id":"https://openalex.org/C188947578","wikidata":"https://www.wikidata.org/wiki/Q200253","display_name":"Traditional Chinese medicine","level":3,"score":0.6934798359870911},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6669343709945679},{"id":"https://openalex.org/C2779232237","wikidata":"https://www.wikidata.org/wiki/Q20817212","display_name":"Ginseng","level":3,"score":0.6378614902496338},{"id":"https://openalex.org/C556039675","wikidata":"https://www.wikidata.org/wiki/Q771035","display_name":"Traditional medicine","level":1,"score":0.5899703502655029},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.5682469010353088},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.48244649171829224},{"id":"https://openalex.org/C3018890749","wikidata":"https://www.wikidata.org/wiki/Q204711","display_name":"Food and drug administration","level":2,"score":0.4164761006832123},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.2670772075653076},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3570773.3570840","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3570773.3570840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Symposium on Artificial Intelligence for Medicine Sciences","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1655760778","https://openalex.org/W2072976356","https://openalex.org/W2102023528","https://openalex.org/W2556820839","https://openalex.org/W2728294044","https://openalex.org/W2989850365"],"related_works":["https://openalex.org/W2377941912","https://openalex.org/W4312504110","https://openalex.org/W2372843101","https://openalex.org/W2392684411","https://openalex.org/W2397639394","https://openalex.org/W4323904150","https://openalex.org/W2368337640","https://openalex.org/W2370858806","https://openalex.org/W2381806105","https://openalex.org/W2471297334"],"abstract_inverted_index":{"Objective:":[0],"To":[1],"analyze":[2],"the":[3,19,43,47,136,139,146,204,227,248,261,278,289],"prescription":[4,249],"rules":[5,250],"of":[6,23,31,46,50,100,107,113,122,149,197,229,243,251,265,280,292],"Chinese":[7,33,81,116,143,234,245,267,282,293],"medicine":[8,34,246,268,283,294],"health":[9,25,35,58,254,269,295],"foods":[10,255],"for":[11,18,72,260,288],"improving":[12,102,230],"sleep,":[13],"and":[14,21,53,61,91,130,156,158,239,263,284],"to":[15,135,273,277],"provide":[16,257,285],"references":[17],"research":[20,262],"development":[22,264],"related":[24],"foods.":[26,296],"Methods:":[27],"Retrieve":[28],"581":[29],"types":[30],"sleep-improving":[32,253],"food":[36,59],"data":[37],"approved":[38],"before":[39],"December":[40],"2020":[41],"from":[42],"official":[44],"website":[45],"State":[48],"Administration":[49,54],"Market":[51],"Supervision":[52],"(SAMR),":[55],"establish":[56],"a":[57,286],"database":[60],"conduct":[62],"an":[63],"overall":[64],"analysis,":[65],"including":[66,104],"dosage":[67],"form,":[68],"function,":[69],"frequency,":[70],"etc.,":[71],"raw":[73],"materials":[74],"The":[75,162,194],"109":[76],"formula,":[77],"which":[78],"is":[79,207,223],"all":[80],"herbal":[82,117],"medicine,":[83],"carries":[84],"out":[85],"frequency":[86,121,148],"statistics,":[87],"association":[88,198],"rule":[89,164,199],"analysis":[90,242],"visual":[92],"analysis.":[93],"Results:":[94],"There":[95],"were":[96,115,151],"only":[97],"418":[98],"kinds":[99,106],"sleep":[101,231],"effects,":[103],"163":[105],"two":[108],"or":[109],"more":[110],"effects.":[111],"All":[112],"them":[114],"medicines":[118,144],"with":[119,145,226],"high":[120],"use,":[123],"such":[124],"as":[125,272],"SEMEN":[126,173,181,190,208],"ZIZIPHI":[127,174,182,191,209],"SPINOSAE,":[128,192],"PORIA":[129,179,212],"FRUCTUS":[131,176,216],"SCHISANDRAE":[132,177,217],"CHINENSIS.":[133],"According":[134],"efficacy":[137],"classification,":[138],"top":[140],"three":[141],"traditional":[142,233,244,266,281],"highest":[147],"use":[150],"Deficience-tonifying":[152],"Drugs,":[153],"Anxiety":[154],"Drugs":[155],"Liver-soothing":[157],"Wind":[159],"Resuscitating":[160],"Drugs.":[161],"combination":[163],"high-frequency":[165],"drug":[166,200],"pair":[167],"includes":[168],"RADIX":[169,184],"SALVIAE":[170],"MILTIORRHIZAE":[171],"\u2192":[172,180,189],"SPINOSAE;":[175,183],"CHINENSIS,":[178],"ET":[185],"CAULIS":[186],"ACANTHOPANACIS":[187],"SENTICOSI":[188],"etc.;":[193],"visualization":[195],"results":[196],"pairs":[201],"show":[202],"that":[203],"core":[205],"compatibility":[206],"SPINOSAE":[210],"-":[211,213,215,219],"GINSENG":[214],"CHINENSIS":[218],"RHIZOMA":[220],"GASTRODIAE.":[221],"It":[222],"basically":[224],"consistent":[225],"principle":[228],"in":[232],"medicine.":[235],"Conclusion:":[236],"Data":[237],"mining":[238],"basic":[240],"theoretical":[241],"on":[247],"existing":[252],"can":[256],"new":[258],"ideas":[259],"products,":[270],"so":[271],"give":[274],"full":[275],"play":[276],"advantages":[279],"basis":[287],"public":[290],"service":[291]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}