AI4Stay
A Website that helps you find the ideal Neighborhood
AI4Stay uses Machine Learning to predict the ideal neighborhood for you in Eindhoven. All you have to do is open the website, answer some question, and then the Machine Learning goes to work. Using the data of 50+ people it finds the neighborhood that best fits your preferences. Do you like an urban vibe with modern buildings, Strijp-S probably bests suits your needs!
Info:
Course: Desining with Avanced AI
Year: 2021
Duration: 1 Quartile
Prototype: Digital Prototype
Coach: Jun Hu
Team: Jorrit van der Heide, Max Fa Si Oen, Yijing Jiang
During this course I got introduced to WEKA and how to use it in combination with programming. This also has been my focus during this course where I primarely focussed on gathering data, comparing and analysing the results in Weka using various machine learning methods on different settings, and after 100+ tests choosing the one with the best results. After that I created an application using Processing, which could predict your ideal neighborhood in Eindhoven. From this project I learned the lesson that designing your data and therefor gathering data which makes sense is very important. The predictions you give are only as good as the data you provide. The ML in this prototype didn't get the best results which has most likely a correlation with a bad design of data.
