农业大数据学报2025，Vol.7Issue(3)：379-392,14.DOI:10.19788/j.issn.2096-6369.100053
农业病虫害信息检索数据集
Agricultural Pest and Disease Information Retrieval Dataset
摘要
Abstract
With the rapid development of natural language processing and information retrieval technologies,the effective extraction and application of knowledge in the agricultural field have become increasingly important.The core of information retrieval lies in quickly and accurately locating relevant information from the knowledge base based on users'query requirements[1].However,due to the lack of high-quality text datasets in the agricultural field in China,the further development of agricultural pest and disease information retrieval technology has been restricted.In addition,traditional search engines have shown low efficiency and insufficient accuracy in information retrieval in the agricultural field.Users often need to spend a lot of time and energy to re-screen and organize the massive and disordered data information to obtain valuable agricultural knowledge.To address the above problems,this paper has reorganized the text data on animals,plants,diseases,and invasive species accumulated by the laboratory over the years,combined with extensive literature research data,and after the processes of automated or semi-automated data cleaning and denoising,reorganized the unstructured data into structured data,and finally stored it in excel format.The constructed agricultural information retrieval dataset includes three major categories:domestic agricultural pests and diseases,invasive alien species,and quarantine species.Among them,agricultural pests and diseases include 1,254 diseases and 440 pests related to 83 crops;invasive alien species include 70 invasive alien animals and 130 invasive alien plants;Quarantine species include 99 kinds of insects,9 kinds of mollusks,19 kinds of fungi,25 kinds of prokaryotes,18 kinds of nematodes,37 kinds of viruses and viroids,and 42 kinds of weeds.A total of 2,143 kinds of pests and diseases.In total,there are 1,983 types of pests and diseases.This dataset covers a wide range of categories and can provide basic data support for the research and development of human-computer interaction-friendly intelligent applications such as agricultural information retrieval,epidemic prevention and quarantine,and database construction in the agricultural field.At the same time,it can provide relevant data query services for scientific research institutions and functional departments engaged in pest-related work.关键词
农业数据/网络挖掘/信息检索/数据集/农业病害/农业害虫Key words
agricultural data/web mining/information retrieval/datasets/agricultural disease/agricultural pest引用本文复制引用
王甄,覃锋,乔曦,黄聪,刘博,万方浩,王陈骄子,黄亦其..农业病虫害信息检索数据集[J].农业大数据学报,2025,7(3):379-392,14.基金项目
国家重点研发计划(项目编号:2021YFD1400100、2021YFD1400102、2021YFD1400101)和中国农业科学院科技创新工程(CAAS-ZDRW202505). （项目编号:2021YFD1400100、2021YFD1400102、2021YFD1400101）
