Developed a comprehensive initiative to address and mitigate addiction to drugs and pornography, focusing on prevention, awareness, and recovery strategies through evidence-based approaches.
I have developed a new functionality within the Refrain Addiction application that allows users to fill out a survey form. This feature generates a personalized report based on their responses regarding addiction levels and provides corresponding support resources. This addition aims to enhance user engagement and provide tailored feedback for addiction prevention and recovery.
Screenshots
Proposed Solution
This new functionality aligns with several key steps in the text classification methodology outlined in the project's guidelines, specifically:
Data Collection: The survey functionality allows for the collection of structured data on user addiction levels, which is essential for further analysis and intervention strategies.
Data Preprocessing: User inputs from the survey are tokenized and cleaned to prepare the data for analysis, ensuring that meaningful patterns can be extracted.
Feature Extraction: The application utilizes the collected data to generate a customized report. This can be expanded to include additional features for future iterations, such as using the Bag of Words or TF-IDF techniques for more complex analyses.
Model Training and Validation: The survey data can serve as a foundation for training models to better understand addiction behaviors, allowing for continuous improvement in providing support.
This new feature enhances the existing structure of the application by providing a practical tool for users to assess their addiction levels and receive personalized guidance. It directly contributes to the project's mission of addressing addiction through evidence-based approaches.
Request for Assignment
As I am a GSSOC '24 Extended Contributor, could you please assign this issue to me under GSSOC'24 extd?
Issue Description
I have developed a new functionality within the Refrain Addiction application that allows users to fill out a survey form. This feature generates a personalized report based on their responses regarding addiction levels and provides corresponding support resources. This addition aims to enhance user engagement and provide tailored feedback for addiction prevention and recovery.
Screenshots
Proposed Solution
This new functionality aligns with several key steps in the text classification methodology outlined in the project's guidelines, specifically:
This new feature enhances the existing structure of the application by providing a practical tool for users to assess their addiction levels and receive personalized guidance. It directly contributes to the project's mission of addressing addiction through evidence-based approaches.
Request for Assignment
As I am a GSSOC '24 Extended Contributor, could you please assign this issue to me under GSSOC'24 extd?