基于大模型的数据分析与可视化平台设计与实现OA
Design and Implementation of Data Analysis and Visualization Platform Based on Large Language Model
随着大语言模型在自然语言处理领域的持续进展,其在数据分析与可视化领域的应用潜力逐渐凸显.该研究基于大语言模型的技术框架,设计并实现智能化数据分析与可视化平台.该平台秉承以用户为中心的设计理念,结合现代编程技术,能够自动解析用户上传的原始数据并生成相应的图表.此外,平台还支持多种图表的交互功能,并具备基于自然语言生成的数据解读能力.通过该平台,用户能够高效、直观地进行数据分析,从而获得更深入的洞察.该研究为未来智能数据处理系统的开发提供了有益的实践经验和理论参考.
With the continuous progress of Large Language Model in the field of Natural Language Processing,its application potential in the field of data analysis and visualization has gradually become prominent.Based on the technical framework of Large Language Model,this study designs and implements an intelligent data analysis and visualization platform.Adhering to the user-centered design concept and combining with modern programming technology,the platform can automatically parse the original data uploaded by users and generate corresponding charts.In addition,the platform also supports interactive functions of multiple charts and has the ability to interpret data based on natural language generation.Through this platform,users can analyze data efficiently and intuitively,so as to obtain more in-depth insights.This research provides useful practical experience and theoretical reference for the development of intelligent data processing systems in the future.
耿康康;吴茂念
湖州师范学院 信息工程学院,浙江 湖州 313000||浙江省现代农业资源智慧管理与应用研究重点实验室,浙江 湖州 313000湖州师范学院 信息工程学院,浙江 湖州 313000||浙江省现代农业资源智慧管理与应用研究重点实验室,浙江 湖州 313000||湖州市吴兴区数字经济技术研究院,浙江 湖州 313000
计算机与自动化
大语言模型数据分析可视化图表
Large Language Modeldata analysisvisualizationchart
《现代信息科技》 2025 (12)
74-78,84,6
国家自然科学基金资助项目(61906066)
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