现代信息科技2024，Vol.8Issue(3)：11-16,6.DOI:10.19850/j.cnki.2096-4706.2024.03.003
中医方药云智数据挖掘平台的设计与应用
Design and Application of Traditional Chinese Medicine Prescription Yunzhi Data Mining Platform
摘要
Abstract
In order to integrate and utilize Big Data of TCM,this paper integrates multi-source data based on multi-perspective,similarity and other methods,establishes a TCM prescription database,connects the data entity of prescription-composition-target-disease,and uses the graph database to establish a visual Knowledge Graph.The platform constructs prescription data mining modules based on machine learning and deep learning,achieves the efficacy prediction of prescription based on the medicinal property of TCM,prescriptions composition and deep learning technology,provides data statistics and association analysis of prescriptions,and the data mining platform is built.It adopts Alibaba cloud service architecture to provide application services such as TCM data display,query,association analysis of TCM,Knowledge Graph,and efficacy prediction in B/S mode,and uses computer technology to assist the research and utilization of TCM information to promote the informatization development of TCM.关键词
中医药数据/数据挖掘/功效预测/关联分析/知识图谱Key words
Traditional Chinese Medicine data/data mining/efficacy prediction/association analysis/Knowledge Graph分类
信息技术与安全科学引用本文复制引用
张锦超,黎晶,石敏,肖建成,陈好铁,丁长松,黄辛迪..中医方药云智数据挖掘平台的设计与应用[J].现代信息科技,2024,8(3):11-16,6.基金项目
2022年度湖南省大学生创新创业训练计划项目(2906) （2906）
湖南省教育厅普通高等学校教学改革研究项目(HNJG-2022-0726) （HNJG-2022-0726）
湖南中医药大学校级教学改革研究项目(2020-JG029) （2020-JG029）
