Link to the deployed Website & GitHub Repo (Server & Client)
What is pJITAI?
Personalizing JITAIs (pJITAIs) have been suggested to make intervention decisions more relevant to an individual’s specific context and preferences that are learned over time. In this project, Reinforcement Learning (RL) algorithms have been employed for this optimization, as RL is particularly effective at learning probabilistic decision rules that choose context-appropriate intervention options.
In this project, I…
As a software engineer, I develop frontend and backend of the platform. I use Flask, Python, MySQL for data management and HTML, JavaScrip, CSS for web interface. I use Human-Centered approach in developing new features and lead user studies. After user studies, we’re targeting to submit our paper to JMIR.
Main Concepts
- Personalizing AI-enhanced Health Intervention
- Human-Centered Design
- User Studies & Mixed Methods
Young Suh Hong 