智能网络应用聊天机器人

2020 International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE) Pub Date : 2020-10-09 DOI:10.1109/ICSTCEE49637.2020.9276948

S. Banu, S. Patil

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引用次数: 4

摘要

聊天机器人是一种人工智能程序，可以刺激人类与计算机进行互动对话。它现在扮演着至关重要的角色，因为它全天候支持客户查询。网络应用聊天机器人使用语言机器学习算法(NLP)来预测人类查询的正确答案。LUIS (Language Understanding Intelligent Service)是一种用于预测人类查询的自然语言处理人工智能。在本文中，聊天机器人是在路易斯上实现的，用于预测用户查询。基于最高的预测分数，Luis检测意图和实体，以解决用户查询。本文所讨论的web应用聊天机器人具有快速、准确、安全、高性能等特点。使用LUIS API进行自动化的LUIS训练，并将端点发布到聊天机器人。增强的身份验证保护聊天机器人免受未经授权的人员访问。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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An Intelligent Web App Chatbot

Chatbot is an Artificial Intelligence program that stimulates interactive human conversations with computers. It plays a vital role now-a days due to its 24/7 support for customer queries. Web app chatbot uses a Linguistic machine learning algorithm (NLP) for predicting correct responses for human queries. LUIS (Language Understanding Intelligent Service) is a natural Language processing Artificial Intelligence for predicting human queries. In this paper, chatbot is implemented on LUIS for predicting the user queries. Based on the highest prediction score, Luis detects the intents and entities, to solve user queries. A web app chatbot discussed in this paper is fast, accurate and secure with high performance. Using LUIS API’s for automated LUIS training and publishing the endpoint to the chatbot. Enhanced authentication secures the bot from unauthorized persons accessing the chatbot.

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来源期刊

2020 International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE)

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