Literation Hearing Impairment (I-Chat Bot): Natural Language Processing (NLP) and Naïve Bayes Method Literation Hearing Impairment (I-Chat Bot): Natural Language Processing (NLP) and Naïve Bayes Method (original) (raw)
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Literation Hearing Impairment (I-Chat Bot): Natural Language Processing (NLP) and Naïve Bayes Method
Journal of Physics: Conference Series
A part from advances in Artificial Intelligence and Natural Language Processing, designed CHATBOT will try to understand user requests accurately, so that they do not give the wrong answer or no response. The difficulty of getting specific information about hearing impairments that can be asked properly is asking someone who understands that it still cannot be found on search engines on the internet which is a favorite tool for most people in obtaining information. By using Machine Learning and with the help of Artificial Intelligence, a question and answer (conversation) interaction mechanism is created to gain literacy knowledge that supports the educational process. Therefore, the CHATBOT application was developed in this study as a media for retrieving information about hearing loss. Using the NLP method and the Naïve Bayes Algorithm for classifications used to get input classes to I-Chat Bot, as well as to test hypotheses using the Technology Acceptance Model developed (extende...
NATURAL LANGUAGE PROCESSING SERVICES IN ASSISTIVE TECHNOLOGY
IAEME, 2019
This project consists on creating an app that helps people with partial or total loss of hearing and deaf people. It is ideally designed to be used in academic environments and classrooms where students with these conditions can carry out their everyday activities with normalcy. Hence, the application enables teacher and student to join a chat room so that the teacher can give a class while the student sees his words reflected in the text of the chat room in the chosen language. The application has an additional function that consists on turning text into speech to communicate easily with others (not only in the academic environment). Users are allowed to record audio with the microphone to convert text so it can be read by a deaf person especially during short conversations. This is planned through cognition services offered by Google AI with cloud data processing algorithms where developers have access to high-level services that boost the creation of solutions that require Artificial Intelligence (AI). The eagerness of this project is reflected in the fact that 100% of the people interviewed to assess the app agree that it can be useful tool for society. Therefore, they conclude that there is an 80% probability that they will download the app in a nearby future.
College Enquiry Chat Bot System with Text to Speech
International Journal of Scientific Research in Science and Technology, 2022
Chat bots are intelligent systems that interpret and react to users' questions in their native language. In a conversation, the chat bot reacts in the same way as a human would. It functions as a virtual assistant, and its accuracy is assessed by determining a correlation between user questions and chat bot responses. For a better user experience, the implemented Chat bot has two modes: text mode and audio mode. It provides an interactive approach of answering through voice messages when in audio mode. There is a long line at the inquiry window during the Institute's Academic Admission procedure. Even more challenging is the situation for parents who live in various cities, states, and nations. The purpose of this system is to give students and parents a place to ask questions and get answers via easy English language text messages or audio commands. Instead of queuing at an information desk to ask questions about the admissions process, students and parents will collaborate with a bot. Artificial intelligence (AI) and natural language processing (NLP) algorithms are used to create chatbots, which are intelligent systems. It effectively interacts with users and responds to their questions. Organizations, government groups, and non-profit associations are the most common users of dialogue/conversation operators. These conversational experts work for a wide range of businesses, from small start-ups to large corporations. There are a variety of code-based and interface-based chatbot development platforms available on the market.
2021
Assistive Technology is an interdisciplinary group of tools that assists people with impairment. Even though 30% of people that use these discontinued using them, complicating their autonomy, quality of life, and social inclusion. For that, a prototype of Chatbot was developed to assist individuals with impairment to increase their adherence to Assistive Technologies. Chatbots are virtual assistants that interact with their users through messages, images, videos, and sounds, using an Artificial Intelligence tool named Natural Language Processing to simulate a person. It can be used in smartphones, computers, and other devices. This prototype was developed in the BLiP® platform, introducing a Knowledge Base with all the essential information about Assistive Technologies. The prototype assessment consisted of the White Box (Structural) and the Black Box (Functional) tests. The prototype was tested and presented a great flow of conversation and no errors in the structure. Besides the benefits provided, Chatbots cannot substitute a healthcare professional but only assist. Chatbots can be potential assistants that will increase and improve healthcare treatments.
Design of Smart Chatbot for Medical Application using Natural Language Processing
People are increasingly using voice assistants and chatbots to connect with systems. The days of interacting with a service only through a keyboard are long gone. Artificial Intelligence and Natural Language Processing developments have supported these new types of user interaction. Many software services are using conversational bots as a standard user interface. Conversational Bots will come in really handy whenever we need any human level interaction using the system. For minor issues, the user must travel to the hospital for a checkup , which takes additional time. Because of the dread of the COVID-19 sickness spreading, no one wants to go to the hospital right now. This problem can be solved by utilising a medical Chatbot that can respond to a variety of user questions. The proposed solution is to develop a chatbot that mimics a human interaction in order to assist customers with their banking needs and give a more personalised experience. Artificial intelligence advancements, machine learning techniques, greater decision-making aptitude, and enhanced domain and corpus availability have boosted the practicality of incorporating a conversation bot into applications.
Healthcare Chatbot using Natural Language Processing
2020
To start a good life healthcare is very important. But it is very difficult to the consult the doctor if any health issues. The proposed idea is to create a healthcare chatbot using Natural Language Processing technique it is the part of Artificial Intelligence that can diagnose the disease and provide basic. To reduce the healthcare costs and improve accessibility to medical knowledge the Healthcare chatbot is built. Some chatbots acts as a medical reference books, which helps the patient know more about their disease and helps to improve their health. The user can achieve the benefit of a healthcare chatbot only when it can diagnose all kind of disease and provide necessary information. The system provides text or voice assistance, that means user can use his own convenient language, Bot will provides which type of disease based on the user symptoms, and provides doctor and also provides food suggestion that means which type of food you have to take. Thus, people will have an idea...
NATURAL LANGUAGE PROCESSING: A CHAT BOT APPLICATION
This paper presents the design and development of an intelligent chat bot with natural language processing. The paper presents a technology demonstrator to verify a proposed framework required to support such a bot (Spring framework). Communication structure uses wildfly server for clients communication. By introducing an artificial brain, the web based bot generates customised user responses, aligned to desired character. Question asked to bot, and response is archived, improving the artificial brain capabilities for future generation of response.
Implementation of a Chatbot System using AI and NLP
For using software applications, user interfaces that can be used includes command line, graphical user interface (GUI), menu driven, form-based, natural language, etc. The mainstream user interfaces include GUI and web-based, but occasionally the need for an alternative user interface arises. A chatbot based conversational user interface fits into this space. The chatbot is a class of bots that have existed in the chat platforms. The user can interact with them via graphical interfaces or widgets, and the trend is in this direction. They generally provide a stateful service i.e. the application saves data of each session. On a college's website, one often doesn't know where to search for some kind of information. It becomes difficult to extract information for a person who is not a student or employee there. The solution to these comes up with a college inquiry chat bot, a fast, standard and informative widget to enhance college website's user experience and provide effective information to the user. Chat bots are an intelligent system being developed using artificial intelligence (AI) and natural language processing (NLP) algorithms. It has an effective user interface and answers the queries related to examination cell, admission, academics, users' attendance and grade point average, placement cell and other miscellaneous activities.
Intelligent Conversational Healthcare Chat-Bot System
INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT
Artificial Intelligence has core branches like, Machine Learning which takes in data, search patterns then improves itself using the data, and displays the outcome. To start a good day caring of our health is really important. In few village areas, it is quite hard to find a consultation with a doctor whenever needed in emergency. The proposal here is to build an intelligent conversational healthcare chat-bot using NLP which is a part of artificial intelligence that can diagnose and provide required details about the particular disease asked by the user before consulting a doctor. A chat-bot is an artificial intelligence based program which performs communication using text, audio and video system. Some chatbots acts as virtual assistants, which helps the patient know more about their disease and helps them with the consultation to the right doctor. A user can have the benefit of a chat-bot only when it can diagnose all kinds of diseases and provide all the needed information. A rul...
Chat Bot for University Related FAQ’s Using Machine Learning
International Journal of Research, 2019
User interfaces for software applications can come in a variety of formats, ranging from command-line, graphical, web application, and even voice. While the most popular user interfaces include graphical and web-based applications, occasionally the need arises for an alternative interface. Whether due to multi-threaded complexity, concurrent connectivity, or details surrounding execution ofthe service, a chat bot based interface may suit the need. Natural language processing (NLP) is a form of artificial intelligence (AI) which is used to process the natural language data such as text, image, video, and audio. NLP act as a tool for computer to understand and analyses the real-time data in human language. The applications of NLP are machine translation, information extraction, text summarization, and question answering. Question answering (QA) is a well-researched problem in NLP. QA system is similar to information retrieval system. In QA system, the user will state a query to the sy...