摘要
基于大数据和语义识别、深度学习等人工智能技术,创建了一套智能查重方法,用于辅助环评文件的人工技术复核。介绍了智能查重方法的体系、算法和功能,并将该方法应用到环评文件技术复核中,分析了典型环评文件案例存在的问题。本研究创建的方法是人工智能技术在环评领域的创新应用尝试,通过聚焦环评文件的抄袭行为,实现对环境影响评价报告书(表)质量的初步筛查,对查处抄袭行为、惩治弄虚作假具有一定现实意义。
Based on artificial intelligence technologies such as big data,semantic recognition and deep learning,a set of intelligent duplicate checking methods is created to assist the manual technical review of EIA statements.This paper discussed the system architecture and main technical methods of intelligent duplicate checking,and explained the algorithm.The study applied technical methods of intelligent duplicate checking in EIA statements,and analyzed the typical issues,which was the innovate attempt of artificial intelligence used in EIA.It is of practical significance to apply this method as a preliminary quality assessment of EIA statement to deal with plagiarism and punish fraud.
作者
高爽
刘梅
屈加豹
王苏滨
韩鑫勇
康运峰
吕巍
卢力
GAO Shuang;LIU Mei;QU Jiabao;WANG Subin;HAN Xinyong;KANG Yunfeng;LV Wei;LU Li(Appraisal Center for Environment and Engineering,Ministry of Ecology and Environment,Beijing 100012,China;State Environmental Protection Key Laboratory of Numerical Modeling for Environment Impact Assessment,Ministry of Ecology and Environment,Beijing 100012,China;Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China;Beijing Zhongkesitong Information Technology Co.,Ltd.,Beijing 100089,China)
出处
《环境影响评价》
2021年第6期28-32,共5页
Environmental Impact Assessment
关键词
环境影响评价报告书
智能查重
技术复核
环境保护
建设项目
EIA statement
intelligent duplicate checking
technical review
environmental protection
construction project
