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中国奶牛疫病知识图谱构建数据集 被引量:1

A dataset of dairy cow diseases for knowledge graph construction in China
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摘要 奶牛养殖业作为我国畜牧业发展的重点,在促进农业结构调整、带动社会经济发展等方面发挥着举足轻重的作用。奶牛疫病的发生不仅给畜牧业带来较大经济损失,而且严重威胁食品安全和人类健康,疫病防控任务重要而艰巨。奶牛疫病知识图谱的构建是进行疫病防控的基础性工作,对畜牧业发展具有重要的意义。中国奶牛疫病知识图谱构建数据集,基于奶牛疫病类型的图书和网站,通过Python爬虫以及OCR技术将数据进行采集、清洗、整理、合并,最终形成5类奶牛疫病261条数据,包括传染病42种、寄生虫病16种、内科病111种、外科病54种、产科病38种。本数据集可以用作奶牛疫病知识图谱的构建,为我国奶牛疫病防控建设提供基础数据支持。 As a key area of China’s animal husbandry development,dairy farming plays a pivotal role in promoting agricultural structural adjustment and driving social and economic development.The occurrence of dairy cow disease not only brings great economic losses to animal husbandry,but also seriously threatens food safety and human health.The task of disease prevention and control is important and arduous.The construction of dairy cow disease knowledge graph is the basis of disease prevention and control,which is of great significance to the development of animal husbandry.In the dataset of dairy cow diseases in China for knowledge graph construction,based on books and websites of dairy cow disease types,we carried out data collecting,cleansing,organizing and merging to obtain 261 data of 5 types of dairy cow disease,including 42 infectious diseases,16 kinds of parasitic diseases,111 kinds of internal diseases,54 kinds of surgical diseases,and 38 kinds of obstetric diseases.This dataset can be used to construct a knowledge graph of dairy cow diseases,and provide basic data support for the construction of dairy cow disease prevention and control in China.
作者 张朋朋 李全胜 孔繁涛 满芮 曹姗姗 孙伟 ZHANG Pengpeng;LI Quansheng;KONG Fantao;MAN Rui;CAO Shanshan;SUN Wei(Agricultural Information Institute of CAAS,Beijing 100081,P.R.China;College of Computer and Information Engineering,Xinjiang Agricultural University,Urumqi 830052,P.R.China;Institute of Special Animal and Plant Sciences of CAAS,Changchun 130112,P.R.China;National Agriculture Science Data Center,Beijing 100081,P.R.China)
出处 《中国科学数据(中英文网络版)》 CSCD 2023年第2期252-259,共8页 China Scientific Data
基金 中国农业科学院创新工程(CAAS-ASTIP-2016-AII,CAAS-ASTIP-2023-AII) 中央级公益性科研院所基本科研业务费专项(JBYW-AII-2023-23,JBYW-AII-2023-35)。
关键词 奶牛疫病 疫病防控 知识图谱 Python爬虫 dairy cow disease disease control knowledge graph python crawler
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