{"title":"基于密集神经网络的大学生心灵放松聊天机器人","authors":"Heshani Bopage, Chinthanie Weerakoon","doi":"10.1109/SLAAI-ICAI54477.2021.9664678","DOIUrl":null,"url":null,"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.","PeriodicalId":252006,"journal":{"name":"2021 5th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI)","volume":"244 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Mind Relaxation Chatbot for University Students by Using Dense Neural Network\",\"authors\":\"Heshani Bopage, Chinthanie Weerakoon\",\"doi\":\"10.1109/SLAAI-ICAI54477.2021.9664678\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":252006,\"journal\":{\"name\":\"2021 5th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI)\",\"volume\":\"244 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-12-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 5th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SLAAI-ICAI54477.2021.9664678\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 5th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SLAAI-ICAI54477.2021.9664678","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Mind Relaxation Chatbot for University Students by Using Dense Neural Network
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.