Internet of Things and Artificial Intelligence Journal
Vol. 5 No. 1 (2025): Volume 5 Issue 1, 2025 [February]

Design of NLP-based chatbot media as a mental health consultation media with Depression Anxiety Stress approach

Hadi, Abd (Unknown)



Article Info

Publish Date
26 Feb 2025

Abstract

The development of technology has increased rapidly, this is in line with the increasing consumption of data and information. Getting information for all users has become easier with the development of artificial intelligence, Chatbot is partly an example of artificial intelligence technology that allows machines to think and make decisions independently, Depression Anxiety Stress Scales (DASS) is a commonly used tool for measuring mental health conditions, consisting of a series of questions used to measure a person's level of depression, anxiety, and stress. DASS helps provide a better picture of a person's psychological condition, which can help further diagnosis and intervention. In this study, we conducted a chatbot design using the NLP approach using DASS data as many as 3 categories of anxiety, stress, and depression. From the test results obtained by the chatbot from 41 questions, there were 85% percent accurate answers.

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Journal Info

Abbrev

iota

Publisher

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering

Description

Internet of Things and Artificial Intelligence Journal (IOTA) is a journal that is officially under the auspices of the Association for Scientific Computing, Electronics, and Engineering (ASCEE), Internet of Things and Artificial Intelligence Journal is a journal that focuses on the Internet of ...