The application helps tourists visit interesting places. The main idea is to use the input text from the user to create the interests vector and therefore recommend the best-fitting places in the visited city. The application not only finds the best-fitting places but also creates a comprehensive visiting plan according to user requirements.

Build status

Currently, we are building the proof of concept. However, there is going to be deployed a web application once we prove that the system works well.

Screenshots

The following image shows the places in Krakow sorted by the best-matching ones.

and another example

The application layout todo: paste the app layout image

Usage

First of all clone the repository

mkdir Tourister
cd Tourister
git clone https://github.com/kbarszczak/Tourister .

The next step is to install the requirements

pip install -r requirements.txt

Now the application is ready for lunch. Just run the main.py

python app/main.py

Possible improvements

There are some things that may be improved. Those are some of them:

• find a better places description to create an interest vector more precisely related to the place
• modify the training dataset and create it by taking more reliable data