制造行业ERP场景知识图谱数据集

制造行业ERP场景知识图谱数据集主要面向ERP领域知识图谱研究需求，基于制造业集团企业相关数据和采购网、船舶网、企查查等网络公开资料，由北京大学清洗、整理、组织产生，在ERP领域知识图谱三元组的基础上，由北京大学组织构建领域知识自动获取和领域知识图谱裁剪展示工具。数据集主要包括通用领域知识图谱、盾构领域知识图谱、船舶领域知识图谱数据，组织形式为ERP领域实体关系三元组，实体关系三元组数量为100万条。This knowledge graph dataset for the ERP scenario in the manufacturing industry is targeted at research requirements for ERP domain knowledge graphs. It is constructed based on relevant data of manufacturing group enterprises and publicly available online resources from platforms including Procurement Network, Shipping Network, and Qichacha, and was cleaned, curated, and organized by Peking University. On the basis of ERP domain knowledge graph triples, Peking University has developed tools for automated domain knowledge acquisition and cropped visualization of domain knowledge graphs. The dataset mainly includes data of general domain knowledge graphs, shield tunneling domain knowledge graphs, and shipping domain knowledge graphs, which are organized in the form of ERP domain entity-relation triples, with a total of 1 million such triples.

搜集汇总

背景与挑战

背景概述

该数据集是面向ERP领域知识图谱研究的专业资源，由北京大学基于制造业集团企业数据和网络公开资料清洗整理而成，包含通用、盾构和船舶三个领域的知识图谱数据，以100万条实体关系三元组形式组织，总数据量约102MB。数据集旨在支持ERP领域知识图谱的构建与应用，并配套了领域知识自动获取和裁剪展示工具，适用于自然语言处理中的实体识别和关系抽取任务。