基于nlp的智能代理客户服务系统

C. Huang
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引用次数: 2

摘要

如今,交流在我们的生活中变得越来越重要。没有它,我们很难完成许多事情。在不断发展的技术的支持下,通信能够变得更快、更容易。人机通信是一种创造性的应用,应用于研究和工业领域。为了提高人机的交互性,专门设计了一套通信系统。系统采用了自然语言处理技术来处理聊天语言的理解和生成。为了提高系统的效率,系统采用多智能体设计。它让智能体通过相互作用和整合来处理NLP过程中的详细任务。该系统以发送和接收为基础,能够进行提问和回答的交流。给聊天机器人提供一本教科书,它能够理解书中的内容。然后作为助教,通过回答学生的问题来帮助他们解决问题。在本文中,我们将揭示通信系统中不同部分的设计与实现。该系统由自然语言处理系统、多智能体系统、用户界面(模型-视图-控制器框架)和知识库组成。系统采用Java编程语言实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Intelligent Agent NLP-based Customer Service System
In Nowadays, communication has been more and more important in our lives. It is difficult for us to complete many things without it. With the support of the developing technology, communication is able to become faster and easier. The human-to-machine communication is a creative application used in field of research and industry. To improve the interaction between human and machine, a communication system is specially designed. The technology of natural language processing is implemented in the system to handle the understanding and generation of the chatting language. For higher efficiency, the system is enhanced by designing in the multi-agent system. Which let agents deal with the detailed tasks in the process of NLP by interacting and integrating them together. The system is based on sending and receiving so that it is able to communicate asking question and responding answer. Provide a textbook to the Chatbot, it is capable to understanding the content of book. And then serve as a teaching assistant to help student solve their problems by answering their questions. In this thesis, we will reveal the design and implementation of different parts in the communication system. Which consists of natural language processing system, multi-agent system, user interface (Model-View-Controller Frame), and knowledge base. System is implemented by Java programme language.
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