电工电气2025,Issue(1) :72-76.

电力营销领域中大语言模型的多轮对话技术的研究

Research on Multi-Round Dialogue Technology of Large Language Models in the Field of Power Marketing

王江辉 刘鹏飞
电工电气2025,Issue(1) :72-76.

电力营销领域中大语言模型的多轮对话技术的研究

Research on Multi-Round Dialogue Technology of Large Language Models in the Field of Power Marketing

王江辉 1刘鹏飞2
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作者信息

  • 1. 江苏方天电力技术有限公司,江苏 南京 211102
  • 2. 江苏思极科技服务有限公司,江苏 南京 210024
  • 折叠

摘要

电力营销领域的多轮对话技术,旨在提高电力营销效率和用户满意度.系统梳理了多轮对话技术的相关理论,阐述了电力营销多轮交互的预处理模块总体设计,介绍了数据预处理模块的功能及其实现方法.利用这些模块,在电力营销领域进行了多轮实证研究,分析了系统实验结果,并总结了多轮对话技术在电力行业的优势,展望了未来的研究方向,希望对电力营销领域的多轮对话技术的发展提供借鉴.

Abstract

The multi-round dialogue technology in the field of power marketing aims to improve the efficiency of power marketing and user satisfaction.The relevant theories of multi-round dialogue technology are systematically sorted out,the overall design of the preprocess-ing module for multi-round interaction in power marketing is elaborated,and the functions of the data preprocessing module and its reali-zation methods are introduced.Using these modules,a multi-round empirical study was conducted in the field of electric power marketing,the results of system experiments were analyzed,and the advantages of multi-round dialogue technology in the electric power industry were summarized,and the future research direction was looked forward to,hoping to provide a reference for the development of multi-round dia-logue technology in the field of electric power marketing.

关键词

多轮对话技术/电力营销/预处理

Key words

multi-round dialogue technology/power marketing/preprocessing

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出版年

2025
电工电气
苏州电器科学研究所有限公司

电工电气

影响因子:0.254
ISSN:1007-3175
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