第31卷第4期2023年8月Vol.31No.4Aug.2023电脑与信息技术ComputerandInformationTechnology文章编号：1005-1228（2023）04-0052-06基于知识图谱的中成药智能问答平台构建郭紫琴，谭智福，王嘉俊，叶青（江西中医药大学计算机学院，江西南昌330004）摘要：近年来，中成药的使用和生产规模不断增大，产生了越来越多的中成药数据，中成药的普及与发展是一关键性问题。本项目结合知识图谱和多标签文本分类与命名实体识别的自然语言处理、语音识别等智能问答技术搭建中成药智能问答平台。在用户文本提问或语音提问后，平台会根据提问在海量中成药信息中迅速准确地查询相关中成药信息，并呈现相关中成药的知识图谱辅助用户理解。知识图谱可以将中成药很好的存储起来，智能问答可以帮助用户了解中成药，使用知识图谱结合智能问答技术对中成药普及与发展具有一定的意义。关键词：中成药；知识图谱；多标签文本分类；命名实体识别；语音识别；智能问答中图分类号：TP391文献标识码：AIntelligentQ&AofProprietaryChineseMedicineBasedonKnowledgeGraphGUOZi-qin,TANZhi-fu,WANGJia-jun,YEQing（CollegeofComputerscience,JiangxiUniversityofTraditionalChineseMedicine,Nanchang330004,China）Abstract：Inrecentyears,theuseandproductionscaleofproprietaryChinesemedicineshavebeenincreasing,resultinginmoreandmoredataonproprietaryChinesemedicines,andthepopularizationanddevelopmentofproprietaryChinesemedicinesisakeyissue.Thisprojectcombinesknowledgegraph,multi-labeltextclassificationandintelligentquestion-and-answertechnologysuchasnaturallanguageprocessingandspeechrecognitionfornamedentityrecognitiontobuildanintelligentQ&AplatformforproprietaryChinesemedicine.Aftertheuserasksthequestionintextorvoice,theplatformwillquicklyandaccuratelyquerytherelevantproprietaryChinesemedicineinformationinthemassiveproprietaryChinesemedicineinformationaccordingtothequestion,andpresenttheknowledgemapoftherelevantproprietaryChinesemedicinetoassisttheusertounderstand.TheknowledgegraphcanstoreproprietaryChinesemedicinesverywell,intelligentquestionandanswercanhelpusersunderstandproprietaryChinesemedicines,andtheuseofknowledgegraphcombinedwithintelligentquestionandanswertechnologyhascertainsig...
