Design of Intelligent Chatbot for Stress Management

This paper focuses on using natural language processing (NLP) in chatbots to manage stress in war-affected countries. A Java-based chatbot was designed to alleviate stress using two algorithms: TextRank and Stanford_CoreNLP. The problem was solved by integrating different languages using a plugin. The chatbot was tested with fifteen people and received positive feedback. Modifications were made based on user feedback, with journaling being a winner. However, the chatbot faced limitations like lack of Arabic language support and voice chat feature.

Authors

Publication Details

Journal
المجلة الدولية للعلوم الهندسية وتقنية المعلومات.
Published
2024-08-11
DOI
https://doi.org/10.36602/ijeit.v12i1.472
Primary Topic
Mental Health via Writing
Type
article
Field-Weighted Citation Impact
0.00
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article

Design of Intelligent Chatbot for Stress Management

A. Eluheshi, A. Shlebik
المجلة الدولية للعلوم الهندسية وتقنية المعلومات.
Mental Health via Writing
article

Design of Intelligent Chatbot for Stress Management

A. Eluheshi, A. Shlebik
article en

Abstract

This paper focuses on using natural language processing (NLP) in chatbots to manage stress in war-affected countries. A Java-based chatbot was designed to alleviate stress using two algorithms: TextRank and Stanford_CoreNLP. The problem was solved by integrating different languages using a plugin. The chatbot was tested with fifteen people and received positive feedback. Modifications were made based on user feedback, with journaling being a winner. However, the chatbot faced limitations like lack of Arabic language support and voice chat feature.

المجلة الدولية للعلوم الهندسية وتقنية المعلومات.Vol. 12(1)
Quality Education
Openalex Percentile: Top 80%
Mental Health via Writing
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Design of Intelligent Chatbot for Stress Management — A. Eluheshi, A. Shlebik · المجلة الدولية للعلوم الهندسية وتقنية المعلومات. (2024) | TGRS Research Map | TGRS