基于大模型智能提取及分析勘察设计数据的思考与设计  

Thinking and design of intelligent extraction and analysis of survey and design data based on large model

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作  者:腺兵 陈樱华 胡乔 严杰 廖晓川 李昶 XIAN Bing;CHEN Ying-hua;HU Qiao;YAN Jie;LIAO Xiao-chuan;LI Chang(China Mobile Group Design Institute Co.,Ltd.Chongqing Branch,Chongqing 400000,China)

机构地区:[1]中国移动通信集团设计院有限公司重庆分公司,重庆400000

出  处:《电信工程技术与标准化》2024年第S02期150-154,共5页Telecom Engineering Technics and Standardization

摘  要:随着通信勘察设计的数字设计平台持续接入无线、传输等专业丰富的勘察设计数据,管理人员及生产人员在日常工作中,通常会通过平台的统计功能对数据进行各种维度的统计分析。因统计维度的多样性,平台既有的统计分析功能不能完全覆盖多维度统计需求,为此往往需要增量定制开发统计功能,或通过人工导出必要的数据线下整合。本文设计了通过数字设计平台的数据中心集成智能助手,以对话的形式,实时转换自然语言为统计分析语句,动态执行语句并返回结果给用户或下载结果。希望为平台能力后续扩展提供建设思路,以此满足多维度的统计需求,减少平台定制开发及用户线下整理的工作量。As the digital design platform for communication surveys and designs continues to access extensive data from wireless,transmission,and other professionals,managers and production personnel typically analyze various dimensions of this data through the platform's statistical functions in their daily operations.Given the diversity of statistical dimensions,the existing analytical capabilities of the platform do not fully address multi-dimensional statistical needs.Consequently,there is often a necessity to incrementally customize and develop new statistical functions or manually export relevant data for offline integration.This article proposes an integrated intelligent assistant within the digital design platform that facilitates real-time conversion of natural language into statistical analysis statements through dialogue,dynamically executes these statements,and returns results to users or allows them to download outcomes.It aims to provide constructive ideas for future enhancements of platform capabilities in order to meet multi-dimensional statistical requirements while reducing both custom development workload on the platform and user efforts in offline sorting.

关 键 词:数字设计平台 数据中心 智能助手 大模型 

分 类 号:TN915[电子电信—通信与信息系统]

 

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