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We aim to develop an intelligent system that relieves psychological stress on users and guides patients with lighter psychological problems. For those who has apprehension about talking with human beings, it would be easier for them to share thoughts with a robot.

License: MIT License

Jupyter Notebook 2.77% Python 86.49% Shell 0.02% CSS 0.29% HTML 0.41% JavaScript 8.66% C 0.90% Batchfile 0.01% Assembly 0.01% C++ 0.02% PowerShell 0.10% PHP 0.33%

irs_imental's Introduction

SECTION 1 : PROJECT TITLE

Imental - The Future of Mental Health

SECTION 2 : EXECUTIVE SUMMARY / PAPER ABSTRACT

Nowadays Some people don't have a good way to vent under the pressure of life, study and work; Some people always feel unhappy in the process of interpersonal communication; Some people are bitter about trifles. These pressures and emotions are common in most people, but in most cases they will not have a great impact on life. However, they will gradually accumulate until some people will erupt and make some extreme behaviors, or some people are unconsciously affected by this negative state.

Our product is aimed to solve the phenomenon of people suffering psychology problems but not willing to see a psychologist. Most of them are young students or employees who are under pressure and are always troubled by anxiety. However, They are reluctant to seek medical treatment because they are afraid that their psychological problems will become gossip of others, or they simply can not afford the high cost of consultation. In this situation, our online system can help.

Our chatbot is trained with mental diagnosis samples and can lead users to share their feelings. We also have professional psychological scales, which are similar to those in psychological clients. According to the user's performance, we can make a preliminary diagnosis, give corresponding suggestions and recommend corresponding articles. At the same time, we can absolutely ensure the privacy and security of users. Except for a user's data table that can be viewed only with the highest permission, the rest are replaced by user ID. Even the administrator can only know the corresponding user ID instead of the real name.


SECTION 3 : CREDITS / PROJECT CONTRIBUTION

Official Full Name Work Items (Who Did What) Email (Optional)
Wu Junxian Chatbot design and development, NLP model(multi-rounds chat, emotion Binary classification, mental health classification, Medical Q&A), software prototype design, Front End Web Development(wordpress), System Design, Video, Report [email protected]
Wang Kedi Business Idea, Database design and data support, NLP model(text matching and key-word extraction), Front End Web Development(wordpress),Video, Report [email protected]
Ying Zhuozuo Business Idea, Database design, software prototype design, Front and Back-end Interaction Development, Front End Web Development(Flask) , Psychological Scale design, Video, Report [email protected]
Zong Jiulin Business Idea, Market Research, promotion plan, System Design, Software Requirement analysis, database design, Front End Web Development(wordpress),Video, Report [email protected]

SECTION 4 : VIDEO OF SYSTEM MODELLING & USE CASE DEMO

Refer to <Business Video & Technical Video> in Github Folder: Videos

imental_techinical_video

imental

imental_business_video

imental

SECTION 5 : INSTALLATION & USER GUIDE

Refer to <Installation & User Guide> in Github Folder: ProjectReport

Appendix

  1. Installation and User Guide

SECTION 6 : PROJECT REPORT / PAPER

Refer to <Project Report> in Github Folder: ProjectReport

Sections for Project Report

Business Part:

  1. Background
  2. Product description
  3. Market Analysis
  4. Commercial Mode
  5. Risk Analysis
  6. Team Management
  7. Product Promotion

Technique Part:

  1. Database
  2. Front-end Development
  3. Model Design and Platform
  4. Challenges and Innovations

Appendix

  1. Project Proposal
  2. System Functionalities Mapping
  3. Database Design Document
  4. Installation and User Guide
  5. Implementation in Tools
  6. Individual Reports

SECTION 7 : MISCELLANEOUS

Refer to Github Folder: Miscellaneous

Imentalv1.1.txt

  • latest version of flask database

Imentalv1.0.sql

  • old version of flask database

chatbot_logic.txt

  • process of chatbot

home.png

  • screenshot of flask

irs_imental's People

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