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Chatbot for university related FAQs

机译:与大学相关的常见问题的聊天机器人

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摘要

Chatbots are programs that mimic human conversation using Artificial Intelligence (AI). It is designed to be the ultimate virtual assistant, entertainment purpose, helping one to complete tasks ranging from answering questions, getting driving directions, turning up the thermostat in smart home, to playing one's favorite tunes etc. Chatbot has become more popular in business groups right now as they can reduce customer service cost and handles multiple users at a time. But yet to accomplish many tasks there is need to make chatbots as efficient as possible. To address this problem, in this paper we provide the design of a chatbot, which provides an efficient and accurate answer for any query based on the dataset of FAQs using Artificial Intelligence Markup Language (AIML) and Latent Semantic Analysis (LSA). Template based and general questions like welcome/ greetings and general questions will be responded using AIML and other service based questions uses LSA to provide responses at any time that will serve user satisfaction. This chatbot can be used by any University to answer FAQs to curious students in an interactive fashion.
机译:聊天机器人是使用人工智能(AI)模仿人类对话的程序。它被设计为最终的虚拟助手,娱乐目的,可以帮助人们完成从回答问题,获得驾驶指导,打开智能家居中的恒温器到播放自己喜欢的曲调等任务。聊天机器人已在商业团体中变得越来越流行现在,因为它们可以降低客户服务成本并一次处理多个用户。但是,要完成许多任务,还需要使聊天机器人尽可能高效。为了解决这个问题,在本文中,我们提供了一个聊天机器人的设计,该聊天机器人使用人工智能标记语言(AIML)和潜在语义分析(LSA),基于FAQ数据集为任何查询提供了有效而准确的答案。基于模板的通用问题(如欢迎/问候和通用问题)将使用AIML进行响应,而其他基于服务的问题则使用LSA在任何时候提供响应,从而使用户满意。任何大学都可以使用此聊天机器人以交互方式向好奇的学生回答常见问题。

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