We are going to make recommendation system or recommender system to give user recommendation for traveling based on their preference.
- Dummy Dataset We formed our dataset, it consist of thirteen categories, such as place_id, place_name, city, address, desc_place, Lon, Lat, price, category_1, category_2, category_3, combine_category, url
The model is using Tensorflow Recommender System (TFRS). We use retrieval model.
- `Loss = 1.48`
- `factorized_top_k/top_50_categorical_accuracy': 0.23`
- `factorized_top_k/top_100_categorical_accuracy': 1.0`
- Tensorflow Recommender System (TFRS)
- Keras
- Tensorflow
- Numpy
- Pandas