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篇名
AI based intelligent travel chatbot for content oriented user queries
並列篇名
AI based intelligent travel chatbot for content oriented user queries
作者 Gurucharan Singh Saluja (Gurucharan Singh Saluja)N. Maheswari (N. Maheswari)T. S Pradeep Kumar (T. S Pradeep Kumar)M. Sivagami (M. Sivagami)
英文摘要
Automation is the way through which the machine can interact with data as well as a user for proper work or communication. A chatbot is a system which accepts user inputs as queries and respond with suggestions based on the previous inputs and trained models. In this paper, a travel chatbot is being modelled using Deep Neural Network (DNN) where it improves the human and machine interaction seamlessly as the user of the bot does not aware whether he/she is interacting with a machine or a human being. This chatbot suggest safest possible routes, secure and cheaper stay, best places for shopping, etc. to the users. This chatbot respond in a minimal time compared to other systems of similar nature. It also uses Long Short Term Memory (LSTM) to understand the sentence and form the sentence according to the previous reply. It also integrates various open APIs to get the recommended ratings from the internet. As per our analytical results, our chatbot outperforms by at least 20% in handling the user queries and suggest possible recommendations to the end users.
起訖頁 1-8
關鍵詞 Long short term memoryNatural language processingArtificial intelligenceDeep neural networkDeep NLP
刊名 國際應用科學與工程學刊  
期數 202106 (18:2期)
出版單位 朝陽科技大學理工學院
該期刊-上一篇 Molecular docking and ADMET study for searching multi targeted antiviral compounds against SARS-CoV-2: A computational approach
該期刊-下一篇 Analysis of association among various attributes in medical data of heart patients by using data mining methods
 

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