Method for providing customized online education content for rehabilitation for hearing loss patient

A method by which a chatbot application executed by at least one processor of a terminal provides a chatbot for rehabilitation education for a hearing loss patient,

• the method comprising:
• executing the chatbot that provides hearing loss rehabilitation content that is interactive learning content for hearing rehabilitation education for the hearing loss patient;
• providing a sentence-type rehabilitation content in the hearing loss rehabilitation content on the basis of the executed chatbot;
• acquiring user response data regarding an audio quiz of the provided sentence-type rehabilitation content;
• performing a correct/wrong processing process for determining whether or not the acquired user response data is a correct answer;
• collecting and profiling learning result data obtained through the correct/wrong processing process;
• training a wrong answer learning model based on the collected learning result data to output wrong answer pattern information;
• training a correct answer learning model based on the collected learning result data to output correct answer probability information;
• generating a customized base text by inputting the wrong answer pattern information into a text generation model;
• performing a computer-implemented verification process on the generated customized base text prior to providing the content to the user, wherein the verification process comprises:
• inputting the generated customized base text into the trained correct answer learning model,
• calculating a correct answer probability for the generated customized base text, and
• determining the generated customized base text as verified content only when the calculated correct answer probability is less than a predetermined threshold;
• generating customized hearing loss rehabilitation content based on the verified customized base text;
• and
• providing the customized hearing loss rehabilitation content to the user,
• wherein the acquisition of the user response data comprises generating and storing problem pattern data for the sentence-type rehabilitation content.