Mind Relaxation Chatbot for University Students by Using Dense Neural Network

Heshani Bopage, Chinthanie Weerakoon
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引用次数: 2

Abstract

Relaxation is the emotional state of a living being, of low tension, in which there is an absence of arousal that could come from sources such as anger, anxiety, or fear. Technology can be used to mind relaxation. Chatbot is an automated computer software program capable of having intelligent live conversations with people. It is a technology that provides a new way to interact with computer systems. Nowadays, chatbots are very popular in a large scale of applications, especially in systems that provide intelligence support to the user. It is one of the technologies that has been used successfully in many fields such as education, marketing and health field. This paper aims to develop such a chatbot for the mind relaxation of university students using Natural Language processing techniques and Dense Neural Network. The chatbot tool was trained with a series of counseling conversations in text form. Training phases included intents, tags, patterns and responses. Primary function of chatbot have to play is to understand the intents of students and to respond to them appropriately. Input and Output are in the form of the text.
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基于密集神经网络的大学生心灵放松聊天机器人
放松是一种生物的情绪状态,处于低紧张状态,在这种状态下,没有可能来自愤怒、焦虑或恐惧等来源的唤醒。科技可以用来放松大脑。聊天机器人是一种自动化的计算机软件程序,能够与人进行智能的实时对话。它是一种提供与计算机系统交互的新方法的技术。如今,聊天机器人在大规模的应用中非常流行,特别是在为用户提供智能支持的系统中。它是在教育、营销和卫生等许多领域成功应用的技术之一。本文旨在利用自然语言处理技术和密集神经网络来开发这样一个大学生心灵放松的聊天机器人。这个聊天机器人工具接受了一系列文本形式的咨询对话的训练。训练阶段包括意图、标签、模式和反应。聊天机器人要发挥的主要功能是理解学生的意图并做出适当的回应。输入和输出都是文本的形式。
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