工程领域知识图谱及智能化服务

获取公路、市政、水运、水利、房建、桥梁、轨道隧道、交安机电、规划、检测、监理、岩土勘察等12个专业的各种标准规范和参考图纸，形成工程领域基础知识库，对入库知识进行数字化加工，并通过机器学习形成工程领域知识图谱，基于知识图谱提供知识检索、知识问答、知识推送等各类智能化服务，辅助工程设计、建设和养护等各项工作。This dataset collects various standard specifications and reference drawings across 12 disciplines including Highway, Municipal Engineering, Water Transportation, Water Conservancy, Building Construction, Bridge, Railway Tunnel, Traffic Safety and Electromechanical Systems, Planning, Inspection, Supervision and Geotechnical Survey, to build a basic engineering knowledge repository. Afterwards, the stored knowledge undergoes digital processing, and an engineering-domain knowledge graph is constructed via machine learning technologies. Based on this knowledge graph, various intelligent services such as knowledge retrieval, knowledge Q&A and knowledge push are provided to assist in engineering design, construction, maintenance and other related works.

搜集汇总

背景与挑战

背景概述

该数据集是一个工程领域的知识图谱及智能化服务，涵盖公路、市政、水运等12个专业的标准规范和参考图纸，通过数字化加工和机器学习形成知识图谱，提供知识检索、问答和推送等服务，应用于工程设计、建设和养护。数据存储大小为1000GB，更新频率为每年一次，覆盖基础设施领域，适用于交通运输、科技创新和绿色低碳等场景。