I Am Here For You (Imh4u) – Chatbot For Mental Health

Mental health has been a greatly discussed issue that must be paid attention on these days. Some of the people with mental health doubts or problems tend to neglect the need of getting professional help or talk to someone about their situation due to several reasons: fear of getting judged, financia...

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Main Author: Lee, Bee Lin
Format: Undergraduates Project Papers
Language:English
Published: 2023
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Online Access:http://umpir.ump.edu.my/id/eprint/40176/1/CA19050.pdf
http://umpir.ump.edu.my/id/eprint/40176/
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spelling my.ump.umpir.401762024-02-07T03:56:36Z http://umpir.ump.edu.my/id/eprint/40176/ I Am Here For You (Imh4u) – Chatbot For Mental Health Lee, Bee Lin QA75 Electronic computers. Computer science QA76 Computer software Mental health has been a greatly discussed issue that must be paid attention on these days. Some of the people with mental health doubts or problems tend to neglect the need of getting professional help or talk to someone about their situation due to several reasons: fear of getting judged, financial issues or lack of time. With the advancement of technology, Artificial Intelligence (AI) has been incorporated in many fields such as finance, transportation, healthcare and many more. This research aims to investigate the use of chatbots for mental health in present society, to create a chatbot for mental health that can interact with users, and to assess the efficacy of utilizing chatbots for mental health. In this study, a mental health chatbot model will be built using Transformer Model, a deep learning model which is an alternative and improvement to Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) and the interface will be built using Gradio. This chatbot model aimed to help people with questions or problems regarding mental health at a basic level. 2023-01 Undergraduates Project Papers NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/40176/1/CA19050.pdf Lee, Bee Lin (2023) I Am Here For You (Imh4u) – Chatbot For Mental Health. Faculty of Computing, Universiti Malaysia Pahang Al-Sultan Abdullah.
institution Universiti Malaysia Pahang Al-Sultan Abdullah
building UMPSA Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang Al-Sultan Abdullah
content_source UMPSA Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic QA75 Electronic computers. Computer science
QA76 Computer software
spellingShingle QA75 Electronic computers. Computer science
QA76 Computer software
Lee, Bee Lin
I Am Here For You (Imh4u) – Chatbot For Mental Health
description Mental health has been a greatly discussed issue that must be paid attention on these days. Some of the people with mental health doubts or problems tend to neglect the need of getting professional help or talk to someone about their situation due to several reasons: fear of getting judged, financial issues or lack of time. With the advancement of technology, Artificial Intelligence (AI) has been incorporated in many fields such as finance, transportation, healthcare and many more. This research aims to investigate the use of chatbots for mental health in present society, to create a chatbot for mental health that can interact with users, and to assess the efficacy of utilizing chatbots for mental health. In this study, a mental health chatbot model will be built using Transformer Model, a deep learning model which is an alternative and improvement to Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) and the interface will be built using Gradio. This chatbot model aimed to help people with questions or problems regarding mental health at a basic level.
format Undergraduates Project Papers
author Lee, Bee Lin
author_facet Lee, Bee Lin
author_sort Lee, Bee Lin
title I Am Here For You (Imh4u) – Chatbot For Mental Health
title_short I Am Here For You (Imh4u) – Chatbot For Mental Health
title_full I Am Here For You (Imh4u) – Chatbot For Mental Health
title_fullStr I Am Here For You (Imh4u) – Chatbot For Mental Health
title_full_unstemmed I Am Here For You (Imh4u) – Chatbot For Mental Health
title_sort i am here for you (imh4u) – chatbot for mental health
publishDate 2023
url http://umpir.ump.edu.my/id/eprint/40176/1/CA19050.pdf
http://umpir.ump.edu.my/id/eprint/40176/
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score 13.235362