Home Assistant Recommendation System

Hello to all Home Assistant users!

We are reaching out to you to ask for your valuable input for developing a Recommendation System integration for Home Assistant aiming at the reduction of CO2 emissions in private households.

By participating in this survey, you are contributing directly to the development of a new and enhanced version of the Recommendation System that is based on the following research: article

We would like to hear from everyone, regardless of your level of experience with Home Assistant. Your insights will help us to understand what features are most important to you and how can we tailor the Recommendation System Integration to match your unique requirements.

Survey Link

The survey is designed to be quick and easy, taking no more than 10 minutes of your time. Your responses will be used only for research purposes at the Humboldt-Universität zu Berlin. Please feel free to share this survey with other Home Assistant users you know. The more diverse perspectives we gather, the better we can ensure that the Recommendation System serves the needs of the Home Assistant community.

If you have any questions or suggestions, please don’t hesitate to leave a comment below or reach out to us directly.

Thank you for your time and for being a part of this exciting research endeavor! Together, we can create a smarter home ecosystem that minimizes energy waste, lowers carbon footprints, and contributes to a greener future.


Students of the Master in Economics and Management Science Program at the Humboldt-Universität zu Berlin, Symbat and Teng